features.pb.go

// Code generated by protoc-gen-gogo. DO NOT EDIT.
// source: features.proto

package dlframework

import (
	bytes "bytes"
	compress_gzip "compress/gzip"
	encoding_binary "encoding/binary"
	fmt "fmt"
	_ "github.com/gogo/protobuf/gogoproto"
	github_com_gogo_protobuf_proto "github.com/gogo/protobuf/proto"
	proto "github.com/gogo/protobuf/proto"
	github_com_gogo_protobuf_protoc_gen_gogo_descriptor "github.com/gogo/protobuf/protoc-gen-gogo/descriptor"
	github_com_gogo_protobuf_sortkeys "github.com/gogo/protobuf/sortkeys"
	golang_proto "github.com/golang/protobuf/proto"
	io "io"
	io_ioutil "io/ioutil"
	math "math"
	math_bits "math/bits"
	reflect "reflect"
	strings "strings"
)

// Reference imports to suppress errors if they are not otherwise used.
var _ = proto.Marshal
var _ = golang_proto.Marshal
var _ = fmt.Errorf
var _ = math.Inf

// This is a compile-time assertion to ensure that this generated file
// is compatible with the proto package it is being compiled against.
// A compilation error at this line likely means your copy of the
// proto package needs to be updated.
const _ = proto.GoGoProtoPackageIsVersion3 // please upgrade the proto package

type FeatureType int32

const (
	FeatureType_UNKNOWN         FeatureType = 0
	FeatureType_IMAGE           FeatureType = 1
	FeatureType_RAW_IMAGE       FeatureType = 2
	FeatureType_CLASSIFICATION  FeatureType = 3
	FeatureType_BOUNDINGBOX     FeatureType = 4
	FeatureType_SEMANTICSEGMENT FeatureType = 5
	FeatureType_INSTANCESEGMENT FeatureType = 6
	FeatureType_GEOLOCATION     FeatureType = 7
	FeatureType_REGION          FeatureType = 8
	FeatureType_TEXT            FeatureType = 9
	FeatureType_AUDIO           FeatureType = 10
	FeatureType_GENERAL         FeatureType = 11
	FeatureType_RAW             FeatureType = 100
)

var FeatureType_name = map[int32]string{
	0:   "UNKNOWN",
	1:   "IMAGE",
	2:   "RAW_IMAGE",
	3:   "CLASSIFICATION",
	4:   "BOUNDINGBOX",
	5:   "SEMANTICSEGMENT",
	6:   "INSTANCESEGMENT",
	7:   "GEOLOCATION",
	8:   "REGION",
	9:   "TEXT",
	10:  "AUDIO",
	11:  "GENERAL",
	100: "RAW",
}

var FeatureType_value = map[string]int32{
	"UNKNOWN":         0,
	"IMAGE":           1,
	"RAW_IMAGE":       2,
	"CLASSIFICATION":  3,
	"BOUNDINGBOX":     4,
	"SEMANTICSEGMENT": 5,
	"INSTANCESEGMENT": 6,
	"GEOLOCATION":     7,
	"REGION":          8,
	"TEXT":            9,
	"AUDIO":           10,
	"GENERAL":         11,
	"RAW":             100,
}

func (x FeatureType) String() string {
	return proto.EnumName(FeatureType_name, int32(x))
}

func (FeatureType) EnumDescriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{0}
}

type Image struct {
	// An id used to identify the output feature: maps to input_id for output
	ID string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty" yaml:"id,omitempty"`
	// The image is base64 encoded
	Data []byte `protobuf:"bytes,2,opt,name=data,proto3" json:"data,omitempty" yaml:"data,omitempty"`
}

func (m *Image) Reset()      { *m = Image{} }
func (*Image) ProtoMessage() {}
func (*Image) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{0}
}
func (m *Image) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *Image) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_Image.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *Image) XXX_Merge(src proto.Message) {
	xxx_messageInfo_Image.Merge(m, src)
}
func (m *Image) XXX_Size() int {
	return m.Size()
}
func (m *Image) XXX_DiscardUnknown() {
	xxx_messageInfo_Image.DiscardUnknown(m)
}

var xxx_messageInfo_Image proto.InternalMessageInfo

func (m *Image) GetID() string {
	if m != nil {
		return m.ID
	}
	return ""
}

func (m *Image) GetData() []byte {
	if m != nil {
		return m.Data
	}
	return nil
}

type RawImage struct {
	// An id used to identify the output feature: maps to input_id for output
	ID        string    `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty" yaml:"id,omitempty"`
	DataType  string    `protobuf:"bytes,2,opt,name=data_type,json=dataType,proto3" json:"data_type,omitempty" yaml:"data_type,omitempty"`
	CharList  []int32   `protobuf:"varint,3,rep,packed,name=char_list,json=charList,proto3" json:"char_list,omitempty" yaml:"char_list,omitempty"`
	FloatList []float32 `protobuf:"fixed32,4,rep,packed,name=float_list,json=floatList,proto3" json:"float_list,omitempty" yaml:"float_list,omitempty"`
	Width     int32     `protobuf:"varint,5,opt,name=width,proto3" json:"width,omitempty" yaml:"width,omitempty"`
	Height    int32     `protobuf:"varint,6,opt,name=height,proto3" json:"height,omitempty" yaml:"height,omitempty"`
	Channels  int32     `protobuf:"varint,7,opt,name=channels,proto3" json:"channels,omitempty" yaml:"channels,omitempty"`
	// compressed data is only used by the webserver and javascript codes
	CompressedData []byte `protobuf:"bytes,8,opt,name=compressed_data,json=compressedData,proto3" json:"compressed_data,omitempty" yaml:"compressed_data,omitempty"`
	// jpeg data is only used by the webserver and javascript codes
	JpegData []byte `protobuf:"bytes,9,opt,name=jpeg_data,json=jpegData,proto3" json:"jpeg_data,omitempty" yaml:"jpeg_data,omitempty"`
}

func (m *RawImage) Reset()      { *m = RawImage{} }
func (*RawImage) ProtoMessage() {}
func (*RawImage) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{1}
}
func (m *RawImage) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *RawImage) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_RawImage.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *RawImage) XXX_Merge(src proto.Message) {
	xxx_messageInfo_RawImage.Merge(m, src)
}
func (m *RawImage) XXX_Size() int {
	return m.Size()
}
func (m *RawImage) XXX_DiscardUnknown() {
	xxx_messageInfo_RawImage.DiscardUnknown(m)
}

var xxx_messageInfo_RawImage proto.InternalMessageInfo

func (m *RawImage) GetID() string {
	if m != nil {
		return m.ID
	}
	return ""
}

func (m *RawImage) GetDataType() string {
	if m != nil {
		return m.DataType
	}
	return ""
}

func (m *RawImage) GetCharList() []int32 {
	if m != nil {
		return m.CharList
	}
	return nil
}

func (m *RawImage) GetFloatList() []float32 {
	if m != nil {
		return m.FloatList
	}
	return nil
}

func (m *RawImage) GetWidth() int32 {
	if m != nil {
		return m.Width
	}
	return 0
}

func (m *RawImage) GetHeight() int32 {
	if m != nil {
		return m.Height
	}
	return 0
}

func (m *RawImage) GetChannels() int32 {
	if m != nil {
		return m.Channels
	}
	return 0
}

func (m *RawImage) GetCompressedData() []byte {
	if m != nil {
		return m.CompressedData
	}
	return nil
}

func (m *RawImage) GetJpegData() []byte {
	if m != nil {
		return m.JpegData
	}
	return nil
}

type Classification struct {
	Index int32  `protobuf:"varint,1,opt,name=index,proto3" json:"index,omitempty" yaml:"index,omitempty"`
	Label string `protobuf:"bytes,2,opt,name=label,proto3" json:"label,omitempty" yaml:"label,omitempty"`
}

func (m *Classification) Reset()      { *m = Classification{} }
func (*Classification) ProtoMessage() {}
func (*Classification) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{2}
}
func (m *Classification) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *Classification) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_Classification.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *Classification) XXX_Merge(src proto.Message) {
	xxx_messageInfo_Classification.Merge(m, src)
}
func (m *Classification) XXX_Size() int {
	return m.Size()
}
func (m *Classification) XXX_DiscardUnknown() {
	xxx_messageInfo_Classification.DiscardUnknown(m)
}

var xxx_messageInfo_Classification proto.InternalMessageInfo

func (m *Classification) GetIndex() int32 {
	if m != nil {
		return m.Index
	}
	return 0
}

func (m *Classification) GetLabel() string {
	if m != nil {
		return m.Label
	}
	return ""
}

type BoundingBox struct {
	Index int32   `protobuf:"varint,1,opt,name=index,proto3" json:"index,omitempty" yaml:"index,omitempty"`
	Label string  `protobuf:"bytes,2,opt,name=label,proto3" json:"label,omitempty" yaml:"label,omitempty"`
	Xmin  float32 `protobuf:"fixed32,3,opt,name=xmin,proto3" json:"xmin,omitempty" yaml:"xmin,omitempty"`
	Xmax  float32 `protobuf:"fixed32,4,opt,name=xmax,proto3" json:"xmax,omitempty" yaml:"xmax,omitempty"`
	Ymin  float32 `protobuf:"fixed32,5,opt,name=ymin,proto3" json:"ymin,omitempty" yaml:"ymin,omitempty"`
	Ymax  float32 `protobuf:"fixed32,6,opt,name=ymax,proto3" json:"ymax,omitempty" yaml:"ymax,omitempty"`
}

func (m *BoundingBox) Reset()      { *m = BoundingBox{} }
func (*BoundingBox) ProtoMessage() {}
func (*BoundingBox) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{3}
}
func (m *BoundingBox) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *BoundingBox) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_BoundingBox.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *BoundingBox) XXX_Merge(src proto.Message) {
	xxx_messageInfo_BoundingBox.Merge(m, src)
}
func (m *BoundingBox) XXX_Size() int {
	return m.Size()
}
func (m *BoundingBox) XXX_DiscardUnknown() {
	xxx_messageInfo_BoundingBox.DiscardUnknown(m)
}

var xxx_messageInfo_BoundingBox proto.InternalMessageInfo

func (m *BoundingBox) GetIndex() int32 {
	if m != nil {
		return m.Index
	}
	return 0
}

func (m *BoundingBox) GetLabel() string {
	if m != nil {
		return m.Label
	}
	return ""
}

func (m *BoundingBox) GetXmin() float32 {
	if m != nil {
		return m.Xmin
	}
	return 0
}

func (m *BoundingBox) GetXmax() float32 {
	if m != nil {
		return m.Xmax
	}
	return 0
}

func (m *BoundingBox) GetYmin() float32 {
	if m != nil {
		return m.Ymin
	}
	return 0
}

func (m *BoundingBox) GetYmax() float32 {
	if m != nil {
		return m.Ymax
	}
	return 0
}

type SemanticSegment struct {
	Height  int32   `protobuf:"varint,1,opt,name=height,proto3" json:"height,omitempty" yaml:"height,omitempty"`
	Width   int32   `protobuf:"varint,2,opt,name=width,proto3" json:"width,omitempty" yaml:"width,omitempty"`
	IntMask []int32 `protobuf:"varint,3,rep,packed,name=int_mask,json=intMask,proto3" json:"int_mask,omitempty" yaml:"int_mask,omitempty"`
}

func (m *SemanticSegment) Reset()      { *m = SemanticSegment{} }
func (*SemanticSegment) ProtoMessage() {}
func (*SemanticSegment) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{4}
}
func (m *SemanticSegment) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *SemanticSegment) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_SemanticSegment.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *SemanticSegment) XXX_Merge(src proto.Message) {
	xxx_messageInfo_SemanticSegment.Merge(m, src)
}
func (m *SemanticSegment) XXX_Size() int {
	return m.Size()
}
func (m *SemanticSegment) XXX_DiscardUnknown() {
	xxx_messageInfo_SemanticSegment.DiscardUnknown(m)
}

var xxx_messageInfo_SemanticSegment proto.InternalMessageInfo

func (m *SemanticSegment) GetHeight() int32 {
	if m != nil {
		return m.Height
	}
	return 0
}

func (m *SemanticSegment) GetWidth() int32 {
	if m != nil {
		return m.Width
	}
	return 0
}

func (m *SemanticSegment) GetIntMask() []int32 {
	if m != nil {
		return m.IntMask
	}
	return nil
}

type InstanceSegment struct {
	Index     int32     `protobuf:"varint,1,opt,name=index,proto3" json:"index,omitempty" yaml:"index,omitempty"`
	Label     string    `protobuf:"bytes,2,opt,name=label,proto3" json:"label,omitempty" yaml:"label,omitempty"`
	Xmin      float32   `protobuf:"fixed32,3,opt,name=xmin,proto3" json:"xmin,omitempty" yaml:"xmin,omitempty"`
	Xmax      float32   `protobuf:"fixed32,4,opt,name=xmax,proto3" json:"xmax,omitempty" yaml:"xmax,omitempty"`
	Ymin      float32   `protobuf:"fixed32,5,opt,name=ymin,proto3" json:"ymin,omitempty" yaml:"ymin,omitempty"`
	Ymax      float32   `protobuf:"fixed32,6,opt,name=ymax,proto3" json:"ymax,omitempty" yaml:"ymax,omitempty"`
	MaskType  string    `protobuf:"bytes,7,opt,name=mask_type,json=maskType,proto3" json:"mask_type,omitempty" yaml:"mask_type,omitempty"`
	Height    int32     `protobuf:"varint,8,opt,name=height,proto3" json:"height,omitempty" yaml:"height,omitempty"`
	Width     int32     `protobuf:"varint,9,opt,name=width,proto3" json:"width,omitempty" yaml:"width,omitempty"`
	IntMask   []int32   `protobuf:"varint,10,rep,packed,name=int_mask,json=intMask,proto3" json:"int_mask,omitempty" yaml:"int_mask,omitempty"`
	FloatMask []float32 `protobuf:"fixed32,11,rep,packed,name=float_mask,json=floatMask,proto3" json:"float_mask,omitempty" yaml:"float_mask,omitempty"`
}

func (m *InstanceSegment) Reset()      { *m = InstanceSegment{} }
func (*InstanceSegment) ProtoMessage() {}
func (*InstanceSegment) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{5}
}
func (m *InstanceSegment) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *InstanceSegment) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_InstanceSegment.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *InstanceSegment) XXX_Merge(src proto.Message) {
	xxx_messageInfo_InstanceSegment.Merge(m, src)
}
func (m *InstanceSegment) XXX_Size() int {
	return m.Size()
}
func (m *InstanceSegment) XXX_DiscardUnknown() {
	xxx_messageInfo_InstanceSegment.DiscardUnknown(m)
}

var xxx_messageInfo_InstanceSegment proto.InternalMessageInfo

func (m *InstanceSegment) GetIndex() int32 {
	if m != nil {
		return m.Index
	}
	return 0
}

func (m *InstanceSegment) GetLabel() string {
	if m != nil {
		return m.Label
	}
	return ""
}

func (m *InstanceSegment) GetXmin() float32 {
	if m != nil {
		return m.Xmin
	}
	return 0
}

func (m *InstanceSegment) GetXmax() float32 {
	if m != nil {
		return m.Xmax
	}
	return 0
}

func (m *InstanceSegment) GetYmin() float32 {
	if m != nil {
		return m.Ymin
	}
	return 0
}

func (m *InstanceSegment) GetYmax() float32 {
	if m != nil {
		return m.Ymax
	}
	return 0
}

func (m *InstanceSegment) GetMaskType() string {
	if m != nil {
		return m.MaskType
	}
	return ""
}

func (m *InstanceSegment) GetHeight() int32 {
	if m != nil {
		return m.Height
	}
	return 0
}

func (m *InstanceSegment) GetWidth() int32 {
	if m != nil {
		return m.Width
	}
	return 0
}

func (m *InstanceSegment) GetIntMask() []int32 {
	if m != nil {
		return m.IntMask
	}
	return nil
}

func (m *InstanceSegment) GetFloatMask() []float32 {
	if m != nil {
		return m.FloatMask
	}
	return nil
}

type GeoLocation struct {
	Index     int32   `protobuf:"varint,1,opt,name=index,proto3" json:"index,omitempty" yaml:"index,omitempty"`
	Latitude  float32 `protobuf:"fixed32,2,opt,name=latitude,proto3" json:"latitude,omitempty" yaml:"latitude,omitempty"`
	Longitude float32 `protobuf:"fixed32,3,opt,name=longitude,proto3" json:"longitude,omitempty" yaml:"longitude,omitempty"`
}

func (m *GeoLocation) Reset()      { *m = GeoLocation{} }
func (*GeoLocation) ProtoMessage() {}
func (*GeoLocation) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{6}
}
func (m *GeoLocation) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *GeoLocation) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_GeoLocation.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *GeoLocation) XXX_Merge(src proto.Message) {
	xxx_messageInfo_GeoLocation.Merge(m, src)
}
func (m *GeoLocation) XXX_Size() int {
	return m.Size()
}
func (m *GeoLocation) XXX_DiscardUnknown() {
	xxx_messageInfo_GeoLocation.DiscardUnknown(m)
}

var xxx_messageInfo_GeoLocation proto.InternalMessageInfo

func (m *GeoLocation) GetIndex() int32 {
	if m != nil {
		return m.Index
	}
	return 0
}

func (m *GeoLocation) GetLatitude() float32 {
	if m != nil {
		return m.Latitude
	}
	return 0
}

func (m *GeoLocation) GetLongitude() float32 {
	if m != nil {
		return m.Longitude
	}
	return 0
}

type Region struct {
	Data   []byte `protobuf:"bytes,1,opt,name=data,proto3" json:"data,omitempty" yaml:"data,omitempty"`
	Format string `protobuf:"bytes,2,opt,name=format,proto3" json:"format,omitempty" yaml:"format,omitempty"`
}

func (m *Region) Reset()      { *m = Region{} }
func (*Region) ProtoMessage() {}
func (*Region) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{7}
}
func (m *Region) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *Region) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_Region.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *Region) XXX_Merge(src proto.Message) {
	xxx_messageInfo_Region.Merge(m, src)
}
func (m *Region) XXX_Size() int {
	return m.Size()
}
func (m *Region) XXX_DiscardUnknown() {
	xxx_messageInfo_Region.DiscardUnknown(m)
}

var xxx_messageInfo_Region proto.InternalMessageInfo

func (m *Region) GetData() []byte {
	if m != nil {
		return m.Data
	}
	return nil
}

func (m *Region) GetFormat() string {
	if m != nil {
		return m.Format
	}
	return ""
}

type Text struct {
	Data []byte `protobuf:"bytes,2,opt,name=data,proto3" json:"data,omitempty" yaml:"data,omitempty"`
}

func (m *Text) Reset()      { *m = Text{} }
func (*Text) ProtoMessage() {}
func (*Text) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{8}
}
func (m *Text) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *Text) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_Text.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *Text) XXX_Merge(src proto.Message) {
	xxx_messageInfo_Text.Merge(m, src)
}
func (m *Text) XXX_Size() int {
	return m.Size()
}
func (m *Text) XXX_DiscardUnknown() {
	xxx_messageInfo_Text.DiscardUnknown(m)
}

var xxx_messageInfo_Text proto.InternalMessageInfo

func (m *Text) GetData() []byte {
	if m != nil {
		return m.Data
	}
	return nil
}

type Audio struct {
	Data   []byte `protobuf:"bytes,1,opt,name=data,proto3" json:"data,omitempty" yaml:"data,omitempty"`
	Format string `protobuf:"bytes,2,opt,name=format,proto3" json:"format,omitempty" yaml:"format,omitempty"`
}

func (m *Audio) Reset()      { *m = Audio{} }
func (*Audio) ProtoMessage() {}
func (*Audio) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{9}
}
func (m *Audio) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *Audio) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_Audio.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *Audio) XXX_Merge(src proto.Message) {
	xxx_messageInfo_Audio.Merge(m, src)
}
func (m *Audio) XXX_Size() int {
	return m.Size()
}
func (m *Audio) XXX_DiscardUnknown() {
	xxx_messageInfo_Audio.DiscardUnknown(m)
}

var xxx_messageInfo_Audio proto.InternalMessageInfo

func (m *Audio) GetData() []byte {
	if m != nil {
		return m.Data
	}
	return nil
}

func (m *Audio) GetFormat() string {
	if m != nil {
		return m.Format
	}
	return ""
}

type General struct {
	Data []byte `protobuf:"bytes,2,opt,name=data,proto3" json:"data,omitempty" yaml:"data,omitempty"`
}

func (m *General) Reset()      { *m = General{} }
func (*General) ProtoMessage() {}
func (*General) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{10}
}
func (m *General) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *General) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_General.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *General) XXX_Merge(src proto.Message) {
	xxx_messageInfo_General.Merge(m, src)
}
func (m *General) XXX_Size() int {
	return m.Size()
}
func (m *General) XXX_DiscardUnknown() {
	xxx_messageInfo_General.DiscardUnknown(m)
}

var xxx_messageInfo_General proto.InternalMessageInfo

func (m *General) GetData() []byte {
	if m != nil {
		return m.Data
	}
	return nil
}

type Raw struct {
	Data   []byte `protobuf:"bytes,1,opt,name=data,proto3" json:"data,omitempty" yaml:"data,omitempty"`
	Format string `protobuf:"bytes,2,opt,name=format,proto3" json:"format,omitempty" yaml:"format,omitempty"`
}

func (m *Raw) Reset()      { *m = Raw{} }
func (*Raw) ProtoMessage() {}
func (*Raw) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{11}
}
func (m *Raw) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *Raw) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_Raw.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *Raw) XXX_Merge(src proto.Message) {
	xxx_messageInfo_Raw.Merge(m, src)
}
func (m *Raw) XXX_Size() int {
	return m.Size()
}
func (m *Raw) XXX_DiscardUnknown() {
	xxx_messageInfo_Raw.DiscardUnknown(m)
}

var xxx_messageInfo_Raw proto.InternalMessageInfo

func (m *Raw) GetData() []byte {
	if m != nil {
		return m.Data
	}
	return nil
}

func (m *Raw) GetFormat() string {
	if m != nil {
		return m.Format
	}
	return ""
}

type Feature struct {
	ID          string            `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty" yaml:"id,omitempty"`
	Type        FeatureType       `protobuf:"varint,3,opt,name=type,proto3,enum=mlmodelscope.org.dlframework.FeatureType" json:"type,omitempty" yaml:"type,omitempty"`
	Probability float32           `protobuf:"fixed32,4,opt,name=probability,proto3" json:"probability,omitempty" yaml:"probability,omitempty"`
	Metadata    map[string]string `protobuf:"bytes,5,rep,name=metadata,proto3" json:"metadata,omitempty" yaml:"metadata,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
	// Types that are valid to be assigned to Feature:
	//	*Feature_Image
	//	*Feature_RawImage
	//	*Feature_Classification
	//	*Feature_BoundingBox
	//	*Feature_SemanticSegment
	//	*Feature_InstanceSegment
	//	*Feature_Text
	//	*Feature_Region
	//	*Feature_Audio
	//	*Feature_Geolocation
	//	*Feature_General
	//	*Feature_Raw
	Feature isFeature_Feature `protobuf_oneof:"feature"`
}

func (m *Feature) Reset()      { *m = Feature{} }
func (*Feature) ProtoMessage() {}
func (*Feature) Descriptor() ([]byte, []int) {
	return fileDescriptor_2216f05915163cdf, []int{12}
}
func (m *Feature) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *Feature) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_Feature.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *Feature) XXX_Merge(src proto.Message) {
	xxx_messageInfo_Feature.Merge(m, src)
}
func (m *Feature) XXX_Size() int {
	return m.Size()
}
func (m *Feature) XXX_DiscardUnknown() {
	xxx_messageInfo_Feature.DiscardUnknown(m)
}

var xxx_messageInfo_Feature proto.InternalMessageInfo

type isFeature_Feature interface {
	isFeature_Feature()
	Equal(interface{}) bool
	VerboseEqual(interface{}) error
	MarshalTo([]byte) (int, error)
	Size() int
}

type Feature_Image struct {
	Image *Image `protobuf:"bytes,6,opt,name=image,proto3,oneof" json:"image,omitempty" yaml:"image,omitempty"`
}
type Feature_RawImage struct {
	RawImage *RawImage `protobuf:"bytes,7,opt,name=raw_image,json=rawImage,proto3,oneof" json:"raw_image,omitempty" yaml:"image,omitempty"`
}
type Feature_Classification struct {
	Classification *Classification `protobuf:"bytes,8,opt,name=classification,proto3,oneof" json:"classification,omitempty" yaml:"classification,omitempty"`
}
type Feature_BoundingBox struct {
	BoundingBox *BoundingBox `protobuf:"bytes,9,opt,name=bounding_box,json=boundingBox,proto3,oneof" json:"bounding_box,omitempty" yaml:"boundingbox,omitempty"`
}
type Feature_SemanticSegment struct {
	SemanticSegment *SemanticSegment `protobuf:"bytes,10,opt,name=semantic_segment,json=semanticSegment,proto3,oneof" json:"semantic_segment,omitempty" yaml:"semantic_segment,omitempty"`
}
type Feature_InstanceSegment struct {
	InstanceSegment *InstanceSegment `protobuf:"bytes,11,opt,name=instance_segment,json=instanceSegment,proto3,oneof" json:"instance_segment,omitempty" yaml:"instancesegment,omitempty"`
}
type Feature_Text struct {
	Text *Text `protobuf:"bytes,12,opt,name=text,proto3,oneof" json:"text,omitempty" yaml:"text,omitempty"`
}
type Feature_Region struct {
	Region *Region `protobuf:"bytes,13,opt,name=region,proto3,oneof" json:"region,omitempty" yaml:"region,omitempty"`
}
type Feature_Audio struct {
	Audio *Audio `protobuf:"bytes,14,opt,name=audio,proto3,oneof" json:"audio,omitempty" yaml:"audio,omitempty"`
}
type Feature_Geolocation struct {
	Geolocation *GeoLocation `protobuf:"bytes,15,opt,name=geolocation,proto3,oneof" json:"geolocation,omitempty" yaml:"geolocation,omitempty"`
}
type Feature_General struct {
	General *General `protobuf:"bytes,16,opt,name=general,proto3,oneof" json:"general,omitempty" yaml:"general,omitempty"`
}
type Feature_Raw struct {
	Raw *Raw `protobuf:"bytes,1000,opt,name=raw,proto3,oneof" json:"raw,omitempty" yaml:"raw,omitempty"`
}

func (*Feature_Image) isFeature_Feature()           {}
func (*Feature_RawImage) isFeature_Feature()        {}
func (*Feature_Classification) isFeature_Feature()  {}
func (*Feature_BoundingBox) isFeature_Feature()     {}
func (*Feature_SemanticSegment) isFeature_Feature() {}
func (*Feature_InstanceSegment) isFeature_Feature() {}
func (*Feature_Text) isFeature_Feature()            {}
func (*Feature_Region) isFeature_Feature()          {}
func (*Feature_Audio) isFeature_Feature()           {}
func (*Feature_Geolocation) isFeature_Feature()     {}
func (*Feature_General) isFeature_Feature()         {}
func (*Feature_Raw) isFeature_Feature()             {}

func (m *Feature) GetFeature() isFeature_Feature {
	if m != nil {
		return m.Feature
	}
	return nil
}

func (m *Feature) GetID() string {
	if m != nil {
		return m.ID
	}
	return ""
}

func (m *Feature) GetType() FeatureType {
	if m != nil {
		return m.Type
	}
	return FeatureType_UNKNOWN
}

func (m *Feature) GetProbability() float32 {
	if m != nil {
		return m.Probability
	}
	return 0
}

func (m *Feature) GetMetadata() map[string]string {
	if m != nil {
		return m.Metadata
	}
	return nil
}

func (m *Feature) GetImage() *Image {
	if x, ok := m.GetFeature().(*Feature_Image); ok {
		return x.Image
	}
	return nil
}

func (m *Feature) GetRawImage() *RawImage {
	if x, ok := m.GetFeature().(*Feature_RawImage); ok {
		return x.RawImage
	}
	return nil
}

func (m *Feature) GetClassification() *Classification {
	if x, ok := m.GetFeature().(*Feature_Classification); ok {
		return x.Classification
	}
	return nil
}

func (m *Feature) GetBoundingBox() *BoundingBox {
	if x, ok := m.GetFeature().(*Feature_BoundingBox); ok {
		return x.BoundingBox
	}
	return nil
}

func (m *Feature) GetSemanticSegment() *SemanticSegment {
	if x, ok := m.GetFeature().(*Feature_SemanticSegment); ok {
		return x.SemanticSegment
	}
	return nil
}

func (m *Feature) GetInstanceSegment() *InstanceSegment {
	if x, ok := m.GetFeature().(*Feature_InstanceSegment); ok {
		return x.InstanceSegment
	}
	return nil
}

func (m *Feature) GetText() *Text {
	if x, ok := m.GetFeature().(*Feature_Text); ok {
		return x.Text
	}
	return nil
}

func (m *Feature) GetRegion() *Region {
	if x, ok := m.GetFeature().(*Feature_Region); ok {
		return x.Region
	}
	return nil
}

func (m *Feature) GetAudio() *Audio {
	if x, ok := m.GetFeature().(*Feature_Audio); ok {
		return x.Audio
	}
	return nil
}

func (m *Feature) GetGeolocation() *GeoLocation {
	if x, ok := m.GetFeature().(*Feature_Geolocation); ok {
		return x.Geolocation
	}
	return nil
}

func (m *Feature) GetGeneral() *General {
	if x, ok := m.GetFeature().(*Feature_General); ok {
		return x.General
	}
	return nil
}

func (m *Feature) GetRaw() *Raw {
	if x, ok := m.GetFeature().(*Feature_Raw); ok {
		return x.Raw
	}
	return nil
}

// XXX_OneofWrappers is for the internal use of the proto package.
func (*Feature) XXX_OneofWrappers() []interface{} {
	return []interface{}{
		(*Feature_Image)(nil),
		(*Feature_RawImage)(nil),
		(*Feature_Classification)(nil),
		(*Feature_BoundingBox)(nil),
		(*Feature_SemanticSegment)(nil),
		(*Feature_InstanceSegment)(nil),
		(*Feature_Text)(nil),
		(*Feature_Region)(nil),
		(*Feature_Audio)(nil),
		(*Feature_Geolocation)(nil),
		(*Feature_General)(nil),
		(*Feature_Raw)(nil),
	}
}

func init() {
	proto.RegisterEnum("mlmodelscope.org.dlframework.FeatureType", FeatureType_name, FeatureType_value)
	golang_proto.RegisterEnum("mlmodelscope.org.dlframework.FeatureType", FeatureType_name, FeatureType_value)
	proto.RegisterType((*Image)(nil), "mlmodelscope.org.dlframework.Image")
	golang_proto.RegisterType((*Image)(nil), "mlmodelscope.org.dlframework.Image")
	proto.RegisterType((*RawImage)(nil), "mlmodelscope.org.dlframework.RawImage")
	golang_proto.RegisterType((*RawImage)(nil), "mlmodelscope.org.dlframework.RawImage")
	proto.RegisterType((*Classification)(nil), "mlmodelscope.org.dlframework.Classification")
	golang_proto.RegisterType((*Classification)(nil), "mlmodelscope.org.dlframework.Classification")
	proto.RegisterType((*BoundingBox)(nil), "mlmodelscope.org.dlframework.BoundingBox")
	golang_proto.RegisterType((*BoundingBox)(nil), "mlmodelscope.org.dlframework.BoundingBox")
	proto.RegisterType((*SemanticSegment)(nil), "mlmodelscope.org.dlframework.SemanticSegment")
	golang_proto.RegisterType((*SemanticSegment)(nil), "mlmodelscope.org.dlframework.SemanticSegment")
	proto.RegisterType((*InstanceSegment)(nil), "mlmodelscope.org.dlframework.InstanceSegment")
	golang_proto.RegisterType((*InstanceSegment)(nil), "mlmodelscope.org.dlframework.InstanceSegment")
	proto.RegisterType((*GeoLocation)(nil), "mlmodelscope.org.dlframework.GeoLocation")
	golang_proto.RegisterType((*GeoLocation)(nil), "mlmodelscope.org.dlframework.GeoLocation")
	proto.RegisterType((*Region)(nil), "mlmodelscope.org.dlframework.Region")
	golang_proto.RegisterType((*Region)(nil), "mlmodelscope.org.dlframework.Region")
	proto.RegisterType((*Text)(nil), "mlmodelscope.org.dlframework.Text")
	golang_proto.RegisterType((*Text)(nil), "mlmodelscope.org.dlframework.Text")
	proto.RegisterType((*Audio)(nil), "mlmodelscope.org.dlframework.Audio")
	golang_proto.RegisterType((*Audio)(nil), "mlmodelscope.org.dlframework.Audio")
	proto.RegisterType((*General)(nil), "mlmodelscope.org.dlframework.General")
	golang_proto.RegisterType((*General)(nil), "mlmodelscope.org.dlframework.General")
	proto.RegisterType((*Raw)(nil), "mlmodelscope.org.dlframework.Raw")
	golang_proto.RegisterType((*Raw)(nil), "mlmodelscope.org.dlframework.Raw")
	proto.RegisterType((*Feature)(nil), "mlmodelscope.org.dlframework.Feature")
	golang_proto.RegisterType((*Feature)(nil), "mlmodelscope.org.dlframework.Feature")
	proto.RegisterMapType((map[string]string)(nil), "mlmodelscope.org.dlframework.Feature.MetadataEntry")
	golang_proto.RegisterMapType((map[string]string)(nil), "mlmodelscope.org.dlframework.Feature.MetadataEntry")
}

func init() { proto.RegisterFile("features.proto", fileDescriptor_2216f05915163cdf) }
func init() { golang_proto.RegisterFile("features.proto", fileDescriptor_2216f05915163cdf) }

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		0x4d, 0xdf, 0x8f, 0xa7, 0x40, 0xe5, 0xda, 0xf8, 0xef, 0x95, 0xc3, 0xc8, 0xdb, 0x38, 0x89, 0xbb,
		0xb1, 0x8d, 0xb3, 0x07, 0x39, 0xf1, 0x7f, 0x74, 0x8a, 0x17, 0x99, 0x9e, 0x3a, 0x91, 0xc1, 0xe5,
		0x18, 0x15, 0x22, 0xc5, 0x3c, 0x93, 0x53, 0xd1, 0x5b, 0x0a, 0x9c, 0x11, 0x75, 0x96, 0xbe, 0xe3,
		0x78, 0xba, 0x65, 0x8b, 0xb7, 0x46, 0x53, 0xc3, 0x6a, 0xb8, 0x8b, 0x47, 0x87, 0xa5, 0xf3, 0xd1,
		0x1a, 0x2e, 0x0a, 0x11, 0xaf, 0xe8, 0x66, 0x04, 0xdb, 0x15, 0xc7, 0x6b, 0x08, 0xa6, 0x48, 0xdd,
		0x98, 0xbe, 0x0b, 0x75, 0xe3, 0x37, 0x15, 0x18, 0xd7, 0xb0, 0x14, 0xfe, 0x99, 0x03, 0x24, 0xee,
		0xd4, 0x01, 0xee, 0x4d, 0xf6, 0xe0, 0xca, 0xbf, 0xa5, 0xb0, 0xff, 0xdd, 0x2e, 0x90, 0xef, 0x3d,
		0xdf, 0x71, 0xf7, 0xe5, 0x6f, 0x1f, 0x96, 0x94, 0x13, 0xaa, 0x70, 0xe9, 0x0b, 0x19, 0x18, 0xe3,
		0x10, 0xe8, 0xaf, 0x41, 0x8a, 0xac, 0x9e, 0xd1, 0xa5, 0x11, 0x7b, 0x94, 0x96, 0xda, 0xb3, 0xa3,
		0x6a, 0x59, 0x2e, 0xd2, 0xcb, 0xb2, 0xa8, 0x3c, 0x71, 0x91, 0xab, 0x72, 0xd1, 0x71, 0xb1, 0x5d,
		0x51, 0x1e, 0x47, 0x3f, 0xaf, 0x40, 0x9a, 0xae, 0x8d, 0xd0, 0x33, 0x23, 0x82, 0xc9, 0x2b, 0xc0,
		0x61, 0xf7, 0x87, 0x07, 0x2f, 0xbf, 0xca, 0x67, 0xa9, 0x3a, 0xd3, 0xe5, 0x42, 0xa8, 0x8e, 0x49,
		0xda, 0x89, 0x3e, 0x3f, 0x03, 0x29, 0x52, 0xf1, 0xa3, 0xc7, 0x46, 0x5e, 0x15, 0xcc, 0xce, 0x8f,
		0x34, 0x95, 0x7b, 0xb7, 0x97, 0xfb, 0x8d, 0x41, 0xd6, 0x0d, 0xa4, 0xf3, 0x8f, 0x29, 0x90, 0x61,
		0x65, 0x35, 0x7a, 0x62, 0x84, 0xc2, 0xf6, 0x8e, 0x35, 0x98, 0xa5, 0x1a, 0xcc, 0x94, 0x27, 0x43,
		0x0d, 0x58, 0x11, 0x4c, 0x74, 0xf8, 0x59, 0xa5, 0x57, 0x0c, 0x3c, 0x79, 0x92, 0xea, 0xe6, 0xc4,
		0x5a, 0xdc, 0x4f, 0xb5, 0x38, 0x5d, 0x56, 0x43, 0x2d, 0x78, 0xe1, 0xc3, 0xc6, 0x21, 0x4d, 0x27,
		0xc9, 0xb0, 0x9b, 0xdb, 0x72, 0x18, 0x98, 0x7d, 0x62, 0x24, 0xde, 0xdb, 0x3a, 0x81, 0x87, 0x59,
		0xe7, 0x77, 0xe1, 0xec, 0xee, 0xff, 0x06, 0x00, 0x00, 0xff, 0xff, 0x63, 0x91, 0xc1, 0xa5, 0x8a,
		0x7b, 0x00, 0x00,
	}
	r := bytes.NewReader(gzipped)
	gzipr, err := compress_gzip.NewReader(r)
	if err != nil {
		panic(err)
	}
	ungzipped, err := io_ioutil.ReadAll(gzipr)
	if err != nil {
		panic(err)
	}
	if err := github_com_gogo_protobuf_proto.Unmarshal(ungzipped, d); err != nil {
		panic(err)
	}
	return d
}
func (this *Image) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Image)
	if !ok {
		that2, ok := that.(Image)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Image")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Image but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Image but is not nil && this == nil")
	}
	if this.ID != that1.ID {
		return fmt.Errorf("ID this(%v) Not Equal that(%v)", this.ID, that1.ID)
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return fmt.Errorf("Data this(%v) Not Equal that(%v)", this.Data, that1.Data)
	}
	return nil
}
func (this *Image) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Image)
	if !ok {
		that2, ok := that.(Image)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if this.ID != that1.ID {
		return false
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return false
	}
	return true
}
func (this *RawImage) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*RawImage)
	if !ok {
		that2, ok := that.(RawImage)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *RawImage")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *RawImage but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *RawImage but is not nil && this == nil")
	}
	if this.ID != that1.ID {
		return fmt.Errorf("ID this(%v) Not Equal that(%v)", this.ID, that1.ID)
	}
	if this.DataType != that1.DataType {
		return fmt.Errorf("DataType this(%v) Not Equal that(%v)", this.DataType, that1.DataType)
	}
	if len(this.CharList) != len(that1.CharList) {
		return fmt.Errorf("CharList this(%v) Not Equal that(%v)", len(this.CharList), len(that1.CharList))
	}
	for i := range this.CharList {
		if this.CharList[i] != that1.CharList[i] {
			return fmt.Errorf("CharList this[%v](%v) Not Equal that[%v](%v)", i, this.CharList[i], i, that1.CharList[i])
		}
	}
	if len(this.FloatList) != len(that1.FloatList) {
		return fmt.Errorf("FloatList this(%v) Not Equal that(%v)", len(this.FloatList), len(that1.FloatList))
	}
	for i := range this.FloatList {
		if this.FloatList[i] != that1.FloatList[i] {
			return fmt.Errorf("FloatList this[%v](%v) Not Equal that[%v](%v)", i, this.FloatList[i], i, that1.FloatList[i])
		}
	}
	if this.Width != that1.Width {
		return fmt.Errorf("Width this(%v) Not Equal that(%v)", this.Width, that1.Width)
	}
	if this.Height != that1.Height {
		return fmt.Errorf("Height this(%v) Not Equal that(%v)", this.Height, that1.Height)
	}
	if this.Channels != that1.Channels {
		return fmt.Errorf("Channels this(%v) Not Equal that(%v)", this.Channels, that1.Channels)
	}
	if !bytes.Equal(this.CompressedData, that1.CompressedData) {
		return fmt.Errorf("CompressedData this(%v) Not Equal that(%v)", this.CompressedData, that1.CompressedData)
	}
	if !bytes.Equal(this.JpegData, that1.JpegData) {
		return fmt.Errorf("JpegData this(%v) Not Equal that(%v)", this.JpegData, that1.JpegData)
	}
	return nil
}
func (this *RawImage) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*RawImage)
	if !ok {
		that2, ok := that.(RawImage)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if this.ID != that1.ID {
		return false
	}
	if this.DataType != that1.DataType {
		return false
	}
	if len(this.CharList) != len(that1.CharList) {
		return false
	}
	for i := range this.CharList {
		if this.CharList[i] != that1.CharList[i] {
			return false
		}
	}
	if len(this.FloatList) != len(that1.FloatList) {
		return false
	}
	for i := range this.FloatList {
		if this.FloatList[i] != that1.FloatList[i] {
			return false
		}
	}
	if this.Width != that1.Width {
		return false
	}
	if this.Height != that1.Height {
		return false
	}
	if this.Channels != that1.Channels {
		return false
	}
	if !bytes.Equal(this.CompressedData, that1.CompressedData) {
		return false
	}
	if !bytes.Equal(this.JpegData, that1.JpegData) {
		return false
	}
	return true
}
func (this *Classification) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Classification)
	if !ok {
		that2, ok := that.(Classification)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Classification")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Classification but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Classification but is not nil && this == nil")
	}
	if this.Index != that1.Index {
		return fmt.Errorf("Index this(%v) Not Equal that(%v)", this.Index, that1.Index)
	}
	if this.Label != that1.Label {
		return fmt.Errorf("Label this(%v) Not Equal that(%v)", this.Label, that1.Label)
	}
	return nil
}
func (this *Classification) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Classification)
	if !ok {
		that2, ok := that.(Classification)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if this.Index != that1.Index {
		return false
	}
	if this.Label != that1.Label {
		return false
	}
	return true
}
func (this *BoundingBox) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*BoundingBox)
	if !ok {
		that2, ok := that.(BoundingBox)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *BoundingBox")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *BoundingBox but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *BoundingBox but is not nil && this == nil")
	}
	if this.Index != that1.Index {
		return fmt.Errorf("Index this(%v) Not Equal that(%v)", this.Index, that1.Index)
	}
	if this.Label != that1.Label {
		return fmt.Errorf("Label this(%v) Not Equal that(%v)", this.Label, that1.Label)
	}
	if this.Xmin != that1.Xmin {
		return fmt.Errorf("Xmin this(%v) Not Equal that(%v)", this.Xmin, that1.Xmin)
	}
	if this.Xmax != that1.Xmax {
		return fmt.Errorf("Xmax this(%v) Not Equal that(%v)", this.Xmax, that1.Xmax)
	}
	if this.Ymin != that1.Ymin {
		return fmt.Errorf("Ymin this(%v) Not Equal that(%v)", this.Ymin, that1.Ymin)
	}
	if this.Ymax != that1.Ymax {
		return fmt.Errorf("Ymax this(%v) Not Equal that(%v)", this.Ymax, that1.Ymax)
	}
	return nil
}
func (this *BoundingBox) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*BoundingBox)
	if !ok {
		that2, ok := that.(BoundingBox)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if this.Index != that1.Index {
		return false
	}
	if this.Label != that1.Label {
		return false
	}
	if this.Xmin != that1.Xmin {
		return false
	}
	if this.Xmax != that1.Xmax {
		return false
	}
	if this.Ymin != that1.Ymin {
		return false
	}
	if this.Ymax != that1.Ymax {
		return false
	}
	return true
}
func (this *SemanticSegment) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*SemanticSegment)
	if !ok {
		that2, ok := that.(SemanticSegment)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *SemanticSegment")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *SemanticSegment but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *SemanticSegment but is not nil && this == nil")
	}
	if this.Height != that1.Height {
		return fmt.Errorf("Height this(%v) Not Equal that(%v)", this.Height, that1.Height)
	}
	if this.Width != that1.Width {
		return fmt.Errorf("Width this(%v) Not Equal that(%v)", this.Width, that1.Width)
	}
	if len(this.IntMask) != len(that1.IntMask) {
		return fmt.Errorf("IntMask this(%v) Not Equal that(%v)", len(this.IntMask), len(that1.IntMask))
	}
	for i := range this.IntMask {
		if this.IntMask[i] != that1.IntMask[i] {
			return fmt.Errorf("IntMask this[%v](%v) Not Equal that[%v](%v)", i, this.IntMask[i], i, that1.IntMask[i])
		}
	}
	return nil
}
func (this *SemanticSegment) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*SemanticSegment)
	if !ok {
		that2, ok := that.(SemanticSegment)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if this.Height != that1.Height {
		return false
	}
	if this.Width != that1.Width {
		return false
	}
	if len(this.IntMask) != len(that1.IntMask) {
		return false
	}
	for i := range this.IntMask {
		if this.IntMask[i] != that1.IntMask[i] {
			return false
		}
	}
	return true
}
func (this *InstanceSegment) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*InstanceSegment)
	if !ok {
		that2, ok := that.(InstanceSegment)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *InstanceSegment")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *InstanceSegment but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *InstanceSegment but is not nil && this == nil")
	}
	if this.Index != that1.Index {
		return fmt.Errorf("Index this(%v) Not Equal that(%v)", this.Index, that1.Index)
	}
	if this.Label != that1.Label {
		return fmt.Errorf("Label this(%v) Not Equal that(%v)", this.Label, that1.Label)
	}
	if this.Xmin != that1.Xmin {
		return fmt.Errorf("Xmin this(%v) Not Equal that(%v)", this.Xmin, that1.Xmin)
	}
	if this.Xmax != that1.Xmax {
		return fmt.Errorf("Xmax this(%v) Not Equal that(%v)", this.Xmax, that1.Xmax)
	}
	if this.Ymin != that1.Ymin {
		return fmt.Errorf("Ymin this(%v) Not Equal that(%v)", this.Ymin, that1.Ymin)
	}
	if this.Ymax != that1.Ymax {
		return fmt.Errorf("Ymax this(%v) Not Equal that(%v)", this.Ymax, that1.Ymax)
	}
	if this.MaskType != that1.MaskType {
		return fmt.Errorf("MaskType this(%v) Not Equal that(%v)", this.MaskType, that1.MaskType)
	}
	if this.Height != that1.Height {
		return fmt.Errorf("Height this(%v) Not Equal that(%v)", this.Height, that1.Height)
	}
	if this.Width != that1.Width {
		return fmt.Errorf("Width this(%v) Not Equal that(%v)", this.Width, that1.Width)
	}
	if len(this.IntMask) != len(that1.IntMask) {
		return fmt.Errorf("IntMask this(%v) Not Equal that(%v)", len(this.IntMask), len(that1.IntMask))
	}
	for i := range this.IntMask {
		if this.IntMask[i] != that1.IntMask[i] {
			return fmt.Errorf("IntMask this[%v](%v) Not Equal that[%v](%v)", i, this.IntMask[i], i, that1.IntMask[i])
		}
	}
	if len(this.FloatMask) != len(that1.FloatMask) {
		return fmt.Errorf("FloatMask this(%v) Not Equal that(%v)", len(this.FloatMask), len(that1.FloatMask))
	}
	for i := range this.FloatMask {
		if this.FloatMask[i] != that1.FloatMask[i] {
			return fmt.Errorf("FloatMask this[%v](%v) Not Equal that[%v](%v)", i, this.FloatMask[i], i, that1.FloatMask[i])
		}
	}
	return nil
}
func (this *InstanceSegment) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*InstanceSegment)
	if !ok {
		that2, ok := that.(InstanceSegment)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if this.Index != that1.Index {
		return false
	}
	if this.Label != that1.Label {
		return false
	}
	if this.Xmin != that1.Xmin {
		return false
	}
	if this.Xmax != that1.Xmax {
		return false
	}
	if this.Ymin != that1.Ymin {
		return false
	}
	if this.Ymax != that1.Ymax {
		return false
	}
	if this.MaskType != that1.MaskType {
		return false
	}
	if this.Height != that1.Height {
		return false
	}
	if this.Width != that1.Width {
		return false
	}
	if len(this.IntMask) != len(that1.IntMask) {
		return false
	}
	for i := range this.IntMask {
		if this.IntMask[i] != that1.IntMask[i] {
			return false
		}
	}
	if len(this.FloatMask) != len(that1.FloatMask) {
		return false
	}
	for i := range this.FloatMask {
		if this.FloatMask[i] != that1.FloatMask[i] {
			return false
		}
	}
	return true
}
func (this *GeoLocation) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*GeoLocation)
	if !ok {
		that2, ok := that.(GeoLocation)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *GeoLocation")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *GeoLocation but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *GeoLocation but is not nil && this == nil")
	}
	if this.Index != that1.Index {
		return fmt.Errorf("Index this(%v) Not Equal that(%v)", this.Index, that1.Index)
	}
	if this.Latitude != that1.Latitude {
		return fmt.Errorf("Latitude this(%v) Not Equal that(%v)", this.Latitude, that1.Latitude)
	}
	if this.Longitude != that1.Longitude {
		return fmt.Errorf("Longitude this(%v) Not Equal that(%v)", this.Longitude, that1.Longitude)
	}
	return nil
}
func (this *GeoLocation) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*GeoLocation)
	if !ok {
		that2, ok := that.(GeoLocation)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if this.Index != that1.Index {
		return false
	}
	if this.Latitude != that1.Latitude {
		return false
	}
	if this.Longitude != that1.Longitude {
		return false
	}
	return true
}
func (this *Region) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Region)
	if !ok {
		that2, ok := that.(Region)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Region")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Region but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Region but is not nil && this == nil")
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return fmt.Errorf("Data this(%v) Not Equal that(%v)", this.Data, that1.Data)
	}
	if this.Format != that1.Format {
		return fmt.Errorf("Format this(%v) Not Equal that(%v)", this.Format, that1.Format)
	}
	return nil
}
func (this *Region) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Region)
	if !ok {
		that2, ok := that.(Region)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return false
	}
	if this.Format != that1.Format {
		return false
	}
	return true
}
func (this *Text) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Text)
	if !ok {
		that2, ok := that.(Text)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Text")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Text but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Text but is not nil && this == nil")
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return fmt.Errorf("Data this(%v) Not Equal that(%v)", this.Data, that1.Data)
	}
	return nil
}
func (this *Text) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Text)
	if !ok {
		that2, ok := that.(Text)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return false
	}
	return true
}
func (this *Audio) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Audio)
	if !ok {
		that2, ok := that.(Audio)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Audio")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Audio but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Audio but is not nil && this == nil")
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return fmt.Errorf("Data this(%v) Not Equal that(%v)", this.Data, that1.Data)
	}
	if this.Format != that1.Format {
		return fmt.Errorf("Format this(%v) Not Equal that(%v)", this.Format, that1.Format)
	}
	return nil
}
func (this *Audio) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Audio)
	if !ok {
		that2, ok := that.(Audio)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return false
	}
	if this.Format != that1.Format {
		return false
	}
	return true
}
func (this *General) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*General)
	if !ok {
		that2, ok := that.(General)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *General")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *General but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *General but is not nil && this == nil")
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return fmt.Errorf("Data this(%v) Not Equal that(%v)", this.Data, that1.Data)
	}
	return nil
}
func (this *General) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*General)
	if !ok {
		that2, ok := that.(General)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return false
	}
	return true
}
func (this *Raw) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Raw)
	if !ok {
		that2, ok := that.(Raw)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Raw")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Raw but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Raw but is not nil && this == nil")
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return fmt.Errorf("Data this(%v) Not Equal that(%v)", this.Data, that1.Data)
	}
	if this.Format != that1.Format {
		return fmt.Errorf("Format this(%v) Not Equal that(%v)", this.Format, that1.Format)
	}
	return nil
}
func (this *Raw) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Raw)
	if !ok {
		that2, ok := that.(Raw)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return false
	}
	if this.Format != that1.Format {
		return false
	}
	return true
}
func (this *Feature) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature)
	if !ok {
		that2, ok := that.(Feature)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature but is not nil && this == nil")
	}
	if this.ID != that1.ID {
		return fmt.Errorf("ID this(%v) Not Equal that(%v)", this.ID, that1.ID)
	}
	if this.Type != that1.Type {
		return fmt.Errorf("Type this(%v) Not Equal that(%v)", this.Type, that1.Type)
	}
	if this.Probability != that1.Probability {
		return fmt.Errorf("Probability this(%v) Not Equal that(%v)", this.Probability, that1.Probability)
	}
	if len(this.Metadata) != len(that1.Metadata) {
		return fmt.Errorf("Metadata this(%v) Not Equal that(%v)", len(this.Metadata), len(that1.Metadata))
	}
	for i := range this.Metadata {
		if this.Metadata[i] != that1.Metadata[i] {
			return fmt.Errorf("Metadata this[%v](%v) Not Equal that[%v](%v)", i, this.Metadata[i], i, that1.Metadata[i])
		}
	}
	if that1.Feature == nil {
		if this.Feature != nil {
			return fmt.Errorf("this.Feature != nil && that1.Feature == nil")
		}
	} else if this.Feature == nil {
		return fmt.Errorf("this.Feature == nil && that1.Feature != nil")
	} else if err := this.Feature.VerboseEqual(that1.Feature); err != nil {
		return err
	}
	return nil
}
func (this *Feature_Image) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_Image)
	if !ok {
		that2, ok := that.(Feature_Image)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_Image")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_Image but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_Image but is not nil && this == nil")
	}
	if !this.Image.Equal(that1.Image) {
		return fmt.Errorf("Image this(%v) Not Equal that(%v)", this.Image, that1.Image)
	}
	return nil
}
func (this *Feature_RawImage) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_RawImage)
	if !ok {
		that2, ok := that.(Feature_RawImage)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_RawImage")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_RawImage but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_RawImage but is not nil && this == nil")
	}
	if !this.RawImage.Equal(that1.RawImage) {
		return fmt.Errorf("RawImage this(%v) Not Equal that(%v)", this.RawImage, that1.RawImage)
	}
	return nil
}
func (this *Feature_Classification) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_Classification)
	if !ok {
		that2, ok := that.(Feature_Classification)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_Classification")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_Classification but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_Classification but is not nil && this == nil")
	}
	if !this.Classification.Equal(that1.Classification) {
		return fmt.Errorf("Classification this(%v) Not Equal that(%v)", this.Classification, that1.Classification)
	}
	return nil
}
func (this *Feature_BoundingBox) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_BoundingBox)
	if !ok {
		that2, ok := that.(Feature_BoundingBox)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_BoundingBox")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_BoundingBox but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_BoundingBox but is not nil && this == nil")
	}
	if !this.BoundingBox.Equal(that1.BoundingBox) {
		return fmt.Errorf("BoundingBox this(%v) Not Equal that(%v)", this.BoundingBox, that1.BoundingBox)
	}
	return nil
}
func (this *Feature_SemanticSegment) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_SemanticSegment)
	if !ok {
		that2, ok := that.(Feature_SemanticSegment)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_SemanticSegment")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_SemanticSegment but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_SemanticSegment but is not nil && this == nil")
	}
	if !this.SemanticSegment.Equal(that1.SemanticSegment) {
		return fmt.Errorf("SemanticSegment this(%v) Not Equal that(%v)", this.SemanticSegment, that1.SemanticSegment)
	}
	return nil
}
func (this *Feature_InstanceSegment) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_InstanceSegment)
	if !ok {
		that2, ok := that.(Feature_InstanceSegment)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_InstanceSegment")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_InstanceSegment but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_InstanceSegment but is not nil && this == nil")
	}
	if !this.InstanceSegment.Equal(that1.InstanceSegment) {
		return fmt.Errorf("InstanceSegment this(%v) Not Equal that(%v)", this.InstanceSegment, that1.InstanceSegment)
	}
	return nil
}
func (this *Feature_Text) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_Text)
	if !ok {
		that2, ok := that.(Feature_Text)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_Text")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_Text but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_Text but is not nil && this == nil")
	}
	if !this.Text.Equal(that1.Text) {
		return fmt.Errorf("Text this(%v) Not Equal that(%v)", this.Text, that1.Text)
	}
	return nil
}
func (this *Feature_Region) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_Region)
	if !ok {
		that2, ok := that.(Feature_Region)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_Region")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_Region but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_Region but is not nil && this == nil")
	}
	if !this.Region.Equal(that1.Region) {
		return fmt.Errorf("Region this(%v) Not Equal that(%v)", this.Region, that1.Region)
	}
	return nil
}
func (this *Feature_Audio) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_Audio)
	if !ok {
		that2, ok := that.(Feature_Audio)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_Audio")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_Audio but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_Audio but is not nil && this == nil")
	}
	if !this.Audio.Equal(that1.Audio) {
		return fmt.Errorf("Audio this(%v) Not Equal that(%v)", this.Audio, that1.Audio)
	}
	return nil
}
func (this *Feature_Geolocation) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_Geolocation)
	if !ok {
		that2, ok := that.(Feature_Geolocation)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_Geolocation")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_Geolocation but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_Geolocation but is not nil && this == nil")
	}
	if !this.Geolocation.Equal(that1.Geolocation) {
		return fmt.Errorf("Geolocation this(%v) Not Equal that(%v)", this.Geolocation, that1.Geolocation)
	}
	return nil
}
func (this *Feature_General) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_General)
	if !ok {
		that2, ok := that.(Feature_General)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_General")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_General but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_General but is not nil && this == nil")
	}
	if !this.General.Equal(that1.General) {
		return fmt.Errorf("General this(%v) Not Equal that(%v)", this.General, that1.General)
	}
	return nil
}
func (this *Feature_Raw) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature_Raw)
	if !ok {
		that2, ok := that.(Feature_Raw)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature_Raw")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature_Raw but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature_Raw but is not nil && this == nil")
	}
	if !this.Raw.Equal(that1.Raw) {
		return fmt.Errorf("Raw this(%v) Not Equal that(%v)", this.Raw, that1.Raw)
	}
	return nil
}
func (this *Feature) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature)
	if !ok {
		that2, ok := that.(Feature)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if this.ID != that1.ID {
		return false
	}
	if this.Type != that1.Type {
		return false
	}
	if this.Probability != that1.Probability {
		return false
	}
	if len(this.Metadata) != len(that1.Metadata) {
		return false
	}
	for i := range this.Metadata {
		if this.Metadata[i] != that1.Metadata[i] {
			return false
		}
	}
	if that1.Feature == nil {
		if this.Feature != nil {
			return false
		}
	} else if this.Feature == nil {
		return false
	} else if !this.Feature.Equal(that1.Feature) {
		return false
	}
	return true
}
func (this *Feature_Image) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_Image)
	if !ok {
		that2, ok := that.(Feature_Image)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.Image.Equal(that1.Image) {
		return false
	}
	return true
}
func (this *Feature_RawImage) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_RawImage)
	if !ok {
		that2, ok := that.(Feature_RawImage)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.RawImage.Equal(that1.RawImage) {
		return false
	}
	return true
}
func (this *Feature_Classification) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_Classification)
	if !ok {
		that2, ok := that.(Feature_Classification)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.Classification.Equal(that1.Classification) {
		return false
	}
	return true
}
func (this *Feature_BoundingBox) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_BoundingBox)
	if !ok {
		that2, ok := that.(Feature_BoundingBox)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.BoundingBox.Equal(that1.BoundingBox) {
		return false
	}
	return true
}
func (this *Feature_SemanticSegment) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_SemanticSegment)
	if !ok {
		that2, ok := that.(Feature_SemanticSegment)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.SemanticSegment.Equal(that1.SemanticSegment) {
		return false
	}
	return true
}
func (this *Feature_InstanceSegment) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_InstanceSegment)
	if !ok {
		that2, ok := that.(Feature_InstanceSegment)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.InstanceSegment.Equal(that1.InstanceSegment) {
		return false
	}
	return true
}
func (this *Feature_Text) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_Text)
	if !ok {
		that2, ok := that.(Feature_Text)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.Text.Equal(that1.Text) {
		return false
	}
	return true
}
func (this *Feature_Region) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_Region)
	if !ok {
		that2, ok := that.(Feature_Region)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.Region.Equal(that1.Region) {
		return false
	}
	return true
}
func (this *Feature_Audio) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_Audio)
	if !ok {
		that2, ok := that.(Feature_Audio)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.Audio.Equal(that1.Audio) {
		return false
	}
	return true
}
func (this *Feature_Geolocation) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_Geolocation)
	if !ok {
		that2, ok := that.(Feature_Geolocation)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.Geolocation.Equal(that1.Geolocation) {
		return false
	}
	return true
}
func (this *Feature_General) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_General)
	if !ok {
		that2, ok := that.(Feature_General)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.General.Equal(that1.General) {
		return false
	}
	return true
}
func (this *Feature_Raw) Equal(that interface{}) bool {
	if that == nil {
		return this == nil
	}

	that1, ok := that.(*Feature_Raw)
	if !ok {
		that2, ok := that.(Feature_Raw)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		return this == nil
	} else if this == nil {
		return false
	}
	if !this.Raw.Equal(that1.Raw) {
		return false
	}
	return true
}
func (this *Image) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 6)
	s = append(s, "&dlframework.Image{")
	s = append(s, "ID: "+fmt.Sprintf("%#v", this.ID)+",\n")
	s = append(s, "Data: "+fmt.Sprintf("%#v", this.Data)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *RawImage) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 13)
	s = append(s, "&dlframework.RawImage{")
	s = append(s, "ID: "+fmt.Sprintf("%#v", this.ID)+",\n")
	s = append(s, "DataType: "+fmt.Sprintf("%#v", this.DataType)+",\n")
	s = append(s, "CharList: "+fmt.Sprintf("%#v", this.CharList)+",\n")
	s = append(s, "FloatList: "+fmt.Sprintf("%#v", this.FloatList)+",\n")
	s = append(s, "Width: "+fmt.Sprintf("%#v", this.Width)+",\n")
	s = append(s, "Height: "+fmt.Sprintf("%#v", this.Height)+",\n")
	s = append(s, "Channels: "+fmt.Sprintf("%#v", this.Channels)+",\n")
	s = append(s, "CompressedData: "+fmt.Sprintf("%#v", this.CompressedData)+",\n")
	s = append(s, "JpegData: "+fmt.Sprintf("%#v", this.JpegData)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *Classification) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 6)
	s = append(s, "&dlframework.Classification{")
	s = append(s, "Index: "+fmt.Sprintf("%#v", this.Index)+",\n")
	s = append(s, "Label: "+fmt.Sprintf("%#v", this.Label)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *BoundingBox) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 10)
	s = append(s, "&dlframework.BoundingBox{")
	s = append(s, "Index: "+fmt.Sprintf("%#v", this.Index)+",\n")
	s = append(s, "Label: "+fmt.Sprintf("%#v", this.Label)+",\n")
	s = append(s, "Xmin: "+fmt.Sprintf("%#v", this.Xmin)+",\n")
	s = append(s, "Xmax: "+fmt.Sprintf("%#v", this.Xmax)+",\n")
	s = append(s, "Ymin: "+fmt.Sprintf("%#v", this.Ymin)+",\n")
	s = append(s, "Ymax: "+fmt.Sprintf("%#v", this.Ymax)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *SemanticSegment) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 7)
	s = append(s, "&dlframework.SemanticSegment{")
	s = append(s, "Height: "+fmt.Sprintf("%#v", this.Height)+",\n")
	s = append(s, "Width: "+fmt.Sprintf("%#v", this.Width)+",\n")
	s = append(s, "IntMask: "+fmt.Sprintf("%#v", this.IntMask)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *InstanceSegment) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 15)
	s = append(s, "&dlframework.InstanceSegment{")
	s = append(s, "Index: "+fmt.Sprintf("%#v", this.Index)+",\n")
	s = append(s, "Label: "+fmt.Sprintf("%#v", this.Label)+",\n")
	s = append(s, "Xmin: "+fmt.Sprintf("%#v", this.Xmin)+",\n")
	s = append(s, "Xmax: "+fmt.Sprintf("%#v", this.Xmax)+",\n")
	s = append(s, "Ymin: "+fmt.Sprintf("%#v", this.Ymin)+",\n")
	s = append(s, "Ymax: "+fmt.Sprintf("%#v", this.Ymax)+",\n")
	s = append(s, "MaskType: "+fmt.Sprintf("%#v", this.MaskType)+",\n")
	s = append(s, "Height: "+fmt.Sprintf("%#v", this.Height)+",\n")
	s = append(s, "Width: "+fmt.Sprintf("%#v", this.Width)+",\n")
	s = append(s, "IntMask: "+fmt.Sprintf("%#v", this.IntMask)+",\n")
	s = append(s, "FloatMask: "+fmt.Sprintf("%#v", this.FloatMask)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *GeoLocation) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 7)
	s = append(s, "&dlframework.GeoLocation{")
	s = append(s, "Index: "+fmt.Sprintf("%#v", this.Index)+",\n")
	s = append(s, "Latitude: "+fmt.Sprintf("%#v", this.Latitude)+",\n")
	s = append(s, "Longitude: "+fmt.Sprintf("%#v", this.Longitude)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *Region) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 6)
	s = append(s, "&dlframework.Region{")
	s = append(s, "Data: "+fmt.Sprintf("%#v", this.Data)+",\n")
	s = append(s, "Format: "+fmt.Sprintf("%#v", this.Format)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *Text) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 5)
	s = append(s, "&dlframework.Text{")
	s = append(s, "Data: "+fmt.Sprintf("%#v", this.Data)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *Audio) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 6)
	s = append(s, "&dlframework.Audio{")
	s = append(s, "Data: "+fmt.Sprintf("%#v", this.Data)+",\n")
	s = append(s, "Format: "+fmt.Sprintf("%#v", this.Format)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *General) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 5)
	s = append(s, "&dlframework.General{")
	s = append(s, "Data: "+fmt.Sprintf("%#v", this.Data)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *Raw) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 6)
	s = append(s, "&dlframework.Raw{")
	s = append(s, "Data: "+fmt.Sprintf("%#v", this.Data)+",\n")
	s = append(s, "Format: "+fmt.Sprintf("%#v", this.Format)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *Feature) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 20)
	s = append(s, "&dlframework.Feature{")
	s = append(s, "ID: "+fmt.Sprintf("%#v", this.ID)+",\n")
	s = append(s, "Type: "+fmt.Sprintf("%#v", this.Type)+",\n")
	s = append(s, "Probability: "+fmt.Sprintf("%#v", this.Probability)+",\n")
	keysForMetadata := make([]string, 0, len(this.Metadata))
	for k := range this.Metadata {
		keysForMetadata = append(keysForMetadata, k)
	}
	github_com_gogo_protobuf_sortkeys.Strings(keysForMetadata)
	mapStringForMetadata := "map[string]string{"
	for _, k := range keysForMetadata {
		mapStringForMetadata += fmt.Sprintf("%#v: %#v,", k, this.Metadata[k])
	}
	mapStringForMetadata += "}"
	if this.Metadata != nil {
		s = append(s, "Metadata: "+mapStringForMetadata+",\n")
	}
	if this.Feature != nil {
		s = append(s, "Feature: "+fmt.Sprintf("%#v", this.Feature)+",\n")
	}
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *Feature_Image) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_Image{` +
		`Image:` + fmt.Sprintf("%#v", this.Image) + `}`}, ", ")
	return s
}
func (this *Feature_RawImage) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_RawImage{` +
		`RawImage:` + fmt.Sprintf("%#v", this.RawImage) + `}`}, ", ")
	return s
}
func (this *Feature_Classification) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_Classification{` +
		`Classification:` + fmt.Sprintf("%#v", this.Classification) + `}`}, ", ")
	return s
}
func (this *Feature_BoundingBox) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_BoundingBox{` +
		`BoundingBox:` + fmt.Sprintf("%#v", this.BoundingBox) + `}`}, ", ")
	return s
}
func (this *Feature_SemanticSegment) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_SemanticSegment{` +
		`SemanticSegment:` + fmt.Sprintf("%#v", this.SemanticSegment) + `}`}, ", ")
	return s
}
func (this *Feature_InstanceSegment) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_InstanceSegment{` +
		`InstanceSegment:` + fmt.Sprintf("%#v", this.InstanceSegment) + `}`}, ", ")
	return s
}
func (this *Feature_Text) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_Text{` +
		`Text:` + fmt.Sprintf("%#v", this.Text) + `}`}, ", ")
	return s
}
func (this *Feature_Region) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_Region{` +
		`Region:` + fmt.Sprintf("%#v", this.Region) + `}`}, ", ")
	return s
}
func (this *Feature_Audio) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_Audio{` +
		`Audio:` + fmt.Sprintf("%#v", this.Audio) + `}`}, ", ")
	return s
}
func (this *Feature_Geolocation) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_Geolocation{` +
		`Geolocation:` + fmt.Sprintf("%#v", this.Geolocation) + `}`}, ", ")
	return s
}
func (this *Feature_General) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_General{` +
		`General:` + fmt.Sprintf("%#v", this.General) + `}`}, ", ")
	return s
}
func (this *Feature_Raw) GoString() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&dlframework.Feature_Raw{` +
		`Raw:` + fmt.Sprintf("%#v", this.Raw) + `}`}, ", ")
	return s
}
func valueToGoStringFeatures(v interface{}, typ string) string {
	rv := reflect.ValueOf(v)
	if rv.IsNil() {
		return "nil"
	}
	pv := reflect.Indirect(rv).Interface()
	return fmt.Sprintf("func(v %v) *%v { return &v } ( %#v )", typ, typ, pv)
}
func (m *Image) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalToSizedBuffer(dAtA[:size])
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *Image) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *Image) MarshalToSizedBuffer(dAtA []byte) (int, error) {
	i := len(dAtA)
	_ = i
	var l int
	_ = l
	if len(m.Data) > 0 {
		i -= len(m.Data)
		copy(dAtA[i:], m.Data)
		i = encodeVarintFeatures(dAtA, i, uint64(len(m.Data)))
		i--
		dAtA[i] = 0x12
	}
	if len(m.ID) > 0 {
		i -= len(m.ID)
		copy(dAtA[i:], m.ID)
		i = encodeVarintFeatures(dAtA, i, uint64(len(m.ID)))
		i--
		dAtA[i] = 0xa
	}
	return len(dAtA) - i, nil
}

func (m *RawImage) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalToSizedBuffer(dAtA[:size])
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *RawImage) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *RawImage) MarshalToSizedBuffer(dAtA []byte) (int, error) {
	i := len(dAtA)
	_ = i
	var l int
	_ = l
	if len(m.JpegData) > 0 {
		i -= len(m.JpegData)
		copy(dAtA[i:], m.JpegData)
		i = encodeVarintFeatures(dAtA, i, uint64(len(m.JpegData)))
		i--
		dAtA[i] = 0x4a
	}
	if len(m.CompressedData) > 0 {
		i -= len(m.CompressedData)
		copy(dAtA[i:], m.CompressedData)
		i = encodeVarintFeatures(dAtA, i, uint64(len(m.CompressedData)))
		i--
		dAtA[i] = 0x42
	}
	if m.Channels != 0 {
		i = encodeVarintFeatures(dAtA, i, uint64(m.Channels))
		i--
		dAtA[i] = 0x38
	}
	if m.Height != 0 {
		i = encodeVarintFeatures(dAtA, i, uint64(m.Height))
		i--
		dAtA[i] = 0x30
	}
	if m.Width != 0 {
		i = encodeVarintFeatures(dAtA, i, uint64(m.Width))
		i--
		dAtA[i] = 0x28
	}
	if len(m.FloatList) > 0 {
		for iNdEx := len(m.FloatList) - 1; iNdEx >= 0; iNdEx-- {
			f1 := math.Float32bits(float32(m.FloatList[iNdEx]))
			i -= 4
			encoding_binary.LittleEndian.PutUint32(dAtA[i:], uint32(f1))
		}
		i = encodeVarintFeatures(dAtA, i, uint64(len(m.FloatList)*4))
		i--
		dAtA[i] = 0x22
	}
	if len(m.CharList) > 0 {
		dAtA3 := make([]byte, len(m.CharList)*10)
		var j2 int
		for _, num1 := range m.CharList {
			num := uint64(num1)
			for num >= 1<<7 {
				dAtA3[j2] = uint8(uint64(num)&0x7f | 0x80)
				num >>= 7
				j2++
			}
			dAtA3[j2] = uint8(num)
			j2++
		}
		i -= j2
		copy(dAtA[i:], dAtA3[:j2])
		i = encodeVarintFeatures(dAtA, i, uint64(j2))
		i--
		dAtA[i] = 0x1a
	}
	if len(m.DataType) > 0 {
		i -= len(m.DataType)
		copy(dAtA[i:], m.DataType)
		i = encodeVarintFeatures(dAtA, i, uint64(len(m.DataType)))
		i--
		dAtA[i] = 0x12
	}
	if len(m.ID) > 0 {
		i -= len(m.ID)
		copy(dAtA[i:], m.ID)
		i = encodeVarintFeatures(dAtA, i, uint64(len(m.ID)))
		i--
		dAtA[i] = 0xa
	}
	return len(dAtA) - i, nil
}

func (m *Classification) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalToSizedBuffer(dAtA[:size])
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *Classification) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *Classification) MarshalToSizedBuffer(dAtA []byte) (int, error) {
	i := len(dAtA)
	_ = i
	var l int
	_ = l
	if len(m.Label) > 0 {
		i -= len(m.Label)
		copy(dAtA[i:], m.Label)
		i = encodeVarintFeatures(dAtA, i, uint64(len(m.Label)))
		i--
		dAtA[i] = 0x12
	}
	if m.Index != 0 {
		i = encodeVarintFeatures(dAtA, i, uint64(m.Index))
		i--
		dAtA[i] = 0x8
	}
	return len(dAtA) - i, nil
}

func (m *BoundingBox) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalToSizedBuffer(dAtA[:size])
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *BoundingBox) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *BoundingBox) MarshalToSizedBuffer(dAtA []byte) (int, error) {
	i := len(dAtA)
	_ = i
	var l int
	_ = l
	if m.Ymax != 0 {
		i -= 4
		encoding_binary.LittleEndian.PutUint32(dAtA[i:], uint32(math.Float32bits(float32(m.Ymax))))
		i--
		dAtA[i] = 0x35
	}
	if m.Ymin != 0 {
		i -= 4
		encoding_binary.LittleEndian.PutUint32(dAtA[i:], uint32(math.Float32bits(float32(m.Ymin))))
		i--
		dAtA[i] = 0x2d
	}
	if m.Xmax != 0 {
		i -= 4
		encoding_binary.LittleEndian.PutUint32(dAtA[i:], uint32(math.Float32bits(float32(m.Xmax))))
		i--
		dAtA[i] = 0x25
	}
	if m.Xmin != 0 {
		i -= 4
		encoding_binary.LittleEndian.PutUint32(dAtA[i:], uint32(math.Float32bits(float32(m.Xmin))))
		i--
		dAtA[i] = 0x1d
	}
	if len(m.Label) > 0 {
		i -= len(m.Label)
		copy(dAtA[i:], m.Label)
		i = encodeVarintFeatures(dAtA, i, uint64(len(m.Label)))
		i--
		dAtA[i] = 0x12
	}
	if m.Index != 0 {
		i = encodeVarintFeatures(dAtA, i, uint64(m.Index))
		i--
		dAtA[i] = 0x8
	}
	return len(dAtA) - i, nil
}

func (m *SemanticSegment) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalToSizedBuffer(dAtA[:size])
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *SemanticSegment) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *SemanticSegment) MarshalToSizedBuffer(dAtA []byte) (int, error) {
	i := len(dAtA)
	_ = i
	var l int
	_ = l
	if len(m.IntMask) > 0 {
		dAtA5 := make([]byte, len(m.IntMask)*10)
		var j4 int
		for _, num1 := range m.IntMask {
			num := uint64(num1)
			for num >= 1<<7 {
				dAtA5[j4] = uint8(uint64(num)&0x7f | 0x80)
				num >>= 7
				j4++
			}
			dAtA5[j4] = uint8(num)
			j4++
		}
		i -= j4
		copy(dAtA[i:], dAtA5[:j4])
		i = encodeVarintFeatures(dAtA, i, uint64(j4))
		i--
		dAtA[i] = 0x1a
	}
	if m.Width != 0 {
		i = encodeVarintFeatures(dAtA, i, uint64(m.Width))
		i--
		dAtA[i] = 0x10
	}
	if m.Height != 0 {
		i = encodeVarintFeatures(dAtA, i, uint64(m.Height))
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func (m *InstanceSegment) Marshal() (dAtA []byte, err error) {
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func (m *InstanceSegment) MarshalTo(dAtA []byte) (int, error) {
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func (m *GeoLocation) Marshal() (dAtA []byte, err error) {
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func (m *GeoLocation) MarshalTo(dAtA []byte) (int, error) {
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func (m *GeoLocation) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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func (m *Region) Marshal() (dAtA []byte, err error) {
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func (m *Region) MarshalTo(dAtA []byte) (int, error) {
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func (m *Region) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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func (m *Text) Marshal() (dAtA []byte, err error) {
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func (m *Text) MarshalTo(dAtA []byte) (int, error) {
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func (m *Text) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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func (m *Audio) Marshal() (dAtA []byte, err error) {
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func (m *Audio) MarshalTo(dAtA []byte) (int, error) {
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}

func (m *Audio) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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		dAtA[i] = 0xa
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func (m *General) Marshal() (dAtA []byte, err error) {
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		return nil, err
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func (m *General) MarshalTo(dAtA []byte) (int, error) {
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}

func (m *General) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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func (m *Raw) Marshal() (dAtA []byte, err error) {
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func (m *Raw) MarshalTo(dAtA []byte) (int, error) {
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func (m *Raw) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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func (m *Feature) Marshal() (dAtA []byte, err error) {
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	n, err := m.MarshalToSizedBuffer(dAtA[:size])
	if err != nil {
		return nil, err
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func (m *Feature) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
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}

func (m *Feature) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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	var l int
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		{
			size := m.Feature.Size()
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		for k := range m.Metadata {
			v := m.Metadata[k]
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			dAtA[i] = 0xa
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			dAtA[i] = 0x2a
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		encoding_binary.LittleEndian.PutUint32(dAtA[i:], uint32(math.Float32bits(float32(m.Probability))))
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		i = encodeVarintFeatures(dAtA, i, uint64(m.Type))
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		i = encodeVarintFeatures(dAtA, i, uint64(len(m.ID)))
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		dAtA[i] = 0xa
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	return len(dAtA) - i, nil
}

func (m *Feature_Image) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *Feature_Image) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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	if m.Image != nil {
		{
			size, err := m.Image.MarshalToSizedBuffer(dAtA[:i])
			if err != nil {
				return 0, err
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			i -= size
			i = encodeVarintFeatures(dAtA, i, uint64(size))
		}
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		dAtA[i] = 0x32
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}
func (m *Feature_RawImage) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *Feature_RawImage) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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	if m.RawImage != nil {
		{
			size, err := m.RawImage.MarshalToSizedBuffer(dAtA[:i])
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				return 0, err
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			i = encodeVarintFeatures(dAtA, i, uint64(size))
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		dAtA[i] = 0x3a
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}
func (m *Feature_Classification) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
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}

func (m *Feature_Classification) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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			i = encodeVarintFeatures(dAtA, i, uint64(size))
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		dAtA[i] = 0x42
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func (m *Feature_BoundingBox) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *Feature_BoundingBox) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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	if m.BoundingBox != nil {
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			i = encodeVarintFeatures(dAtA, i, uint64(size))
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		dAtA[i] = 0x4a
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}
func (m *Feature_SemanticSegment) MarshalTo(dAtA []byte) (int, error) {
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}

func (m *Feature_SemanticSegment) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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			size, err := m.SemanticSegment.MarshalToSizedBuffer(dAtA[:i])
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			i = encodeVarintFeatures(dAtA, i, uint64(size))
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func (m *Feature_InstanceSegment) MarshalTo(dAtA []byte) (int, error) {
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func (m *Feature_InstanceSegment) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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			i = encodeVarintFeatures(dAtA, i, uint64(size))
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func (m *Feature_Text) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
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}

func (m *Feature_Text) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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			size, err := m.Text.MarshalToSizedBuffer(dAtA[:i])
			if err != nil {
				return 0, err
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			i = encodeVarintFeatures(dAtA, i, uint64(size))
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		dAtA[i] = 0x62
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func (m *Feature_Region) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
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}

func (m *Feature_Region) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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			i = encodeVarintFeatures(dAtA, i, uint64(size))
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}
func (m *Feature_Audio) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *Feature_Audio) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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		{
			size, err := m.Audio.MarshalToSizedBuffer(dAtA[:i])
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				return 0, err
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			i = encodeVarintFeatures(dAtA, i, uint64(size))
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		i--
		dAtA[i] = 0x72
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	return len(dAtA) - i, nil
}
func (m *Feature_Geolocation) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
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}

func (m *Feature_Geolocation) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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	if m.Geolocation != nil {
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			size, err := m.Geolocation.MarshalToSizedBuffer(dAtA[:i])
			if err != nil {
				return 0, err
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			i = encodeVarintFeatures(dAtA, i, uint64(size))
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		dAtA[i] = 0x7a
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	return len(dAtA) - i, nil
}
func (m *Feature_General) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
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}

func (m *Feature_General) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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			size, err := m.General.MarshalToSizedBuffer(dAtA[:i])
			if err != nil {
				return 0, err
			}
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			i = encodeVarintFeatures(dAtA, i, uint64(size))
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		dAtA[i] = 0x1
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		dAtA[i] = 0x82
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	return len(dAtA) - i, nil
}
func (m *Feature_Raw) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *Feature_Raw) MarshalToSizedBuffer(dAtA []byte) (int, error) {
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	if m.Raw != nil {
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			size, err := m.Raw.MarshalToSizedBuffer(dAtA[:i])
			if err != nil {
				return 0, err
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			i -= size
			i = encodeVarintFeatures(dAtA, i, uint64(size))
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		i--
		dAtA[i] = 0x3e
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		dAtA[i] = 0xc2
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func encodeVarintFeatures(dAtA []byte, offset int, v uint64) int {
	offset -= sovFeatures(v)
	base := offset
	for v >= 1<<7 {
		dAtA[offset] = uint8(v&0x7f | 0x80)
		v >>= 7
		offset++
	}
	dAtA[offset] = uint8(v)
	return base
}
func NewPopulatedImage(r randyFeatures, easy bool) *Image {
	this := &Image{}
	this.ID = string(randStringFeatures(r))
	v1 := r.Intn(100)
	this.Data = make([]byte, v1)
	for i := 0; i < v1; i++ {
		this.Data[i] = byte(r.Intn(256))
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedRawImage(r randyFeatures, easy bool) *RawImage {
	this := &RawImage{}
	this.ID = string(randStringFeatures(r))
	this.DataType = string(randStringFeatures(r))
	v2 := r.Intn(10)
	this.CharList = make([]int32, v2)
	for i := 0; i < v2; i++ {
		this.CharList[i] = int32(r.Int31())
		if r.Intn(2) == 0 {
			this.CharList[i] *= -1
		}
	}
	v3 := r.Intn(10)
	this.FloatList = make([]float32, v3)
	for i := 0; i < v3; i++ {
		this.FloatList[i] = float32(r.Float32())
		if r.Intn(2) == 0 {
			this.FloatList[i] *= -1
		}
	}
	this.Width = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.Width *= -1
	}
	this.Height = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.Height *= -1
	}
	this.Channels = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.Channels *= -1
	}
	v4 := r.Intn(100)
	this.CompressedData = make([]byte, v4)
	for i := 0; i < v4; i++ {
		this.CompressedData[i] = byte(r.Intn(256))
	}
	v5 := r.Intn(100)
	this.JpegData = make([]byte, v5)
	for i := 0; i < v5; i++ {
		this.JpegData[i] = byte(r.Intn(256))
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedClassification(r randyFeatures, easy bool) *Classification {
	this := &Classification{}
	this.Index = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.Index *= -1
	}
	this.Label = string(randStringFeatures(r))
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedBoundingBox(r randyFeatures, easy bool) *BoundingBox {
	this := &BoundingBox{}
	this.Index = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.Index *= -1
	}
	this.Label = string(randStringFeatures(r))
	this.Xmin = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Xmin *= -1
	}
	this.Xmax = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Xmax *= -1
	}
	this.Ymin = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Ymin *= -1
	}
	this.Ymax = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Ymax *= -1
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedSemanticSegment(r randyFeatures, easy bool) *SemanticSegment {
	this := &SemanticSegment{}
	this.Height = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.Height *= -1
	}
	this.Width = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.Width *= -1
	}
	v6 := r.Intn(10)
	this.IntMask = make([]int32, v6)
	for i := 0; i < v6; i++ {
		this.IntMask[i] = int32(r.Int31())
		if r.Intn(2) == 0 {
			this.IntMask[i] *= -1
		}
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedInstanceSegment(r randyFeatures, easy bool) *InstanceSegment {
	this := &InstanceSegment{}
	this.Index = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.Index *= -1
	}
	this.Label = string(randStringFeatures(r))
	this.Xmin = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Xmin *= -1
	}
	this.Xmax = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Xmax *= -1
	}
	this.Ymin = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Ymin *= -1
	}
	this.Ymax = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Ymax *= -1
	}
	this.MaskType = string(randStringFeatures(r))
	this.Height = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.Height *= -1
	}
	this.Width = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.Width *= -1
	}
	v7 := r.Intn(10)
	this.IntMask = make([]int32, v7)
	for i := 0; i < v7; i++ {
		this.IntMask[i] = int32(r.Int31())
		if r.Intn(2) == 0 {
			this.IntMask[i] *= -1
		}
	}
	v8 := r.Intn(10)
	this.FloatMask = make([]float32, v8)
	for i := 0; i < v8; i++ {
		this.FloatMask[i] = float32(r.Float32())
		if r.Intn(2) == 0 {
			this.FloatMask[i] *= -1
		}
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedGeoLocation(r randyFeatures, easy bool) *GeoLocation {
	this := &GeoLocation{}
	this.Index = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.Index *= -1
	}
	this.Latitude = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Latitude *= -1
	}
	this.Longitude = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Longitude *= -1
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedRegion(r randyFeatures, easy bool) *Region {
	this := &Region{}
	v9 := r.Intn(100)
	this.Data = make([]byte, v9)
	for i := 0; i < v9; i++ {
		this.Data[i] = byte(r.Intn(256))
	}
	this.Format = string(randStringFeatures(r))
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedText(r randyFeatures, easy bool) *Text {
	this := &Text{}
	v10 := r.Intn(100)
	this.Data = make([]byte, v10)
	for i := 0; i < v10; i++ {
		this.Data[i] = byte(r.Intn(256))
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedAudio(r randyFeatures, easy bool) *Audio {
	this := &Audio{}
	v11 := r.Intn(100)
	this.Data = make([]byte, v11)
	for i := 0; i < v11; i++ {
		this.Data[i] = byte(r.Intn(256))
	}
	this.Format = string(randStringFeatures(r))
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedGeneral(r randyFeatures, easy bool) *General {
	this := &General{}
	v12 := r.Intn(100)
	this.Data = make([]byte, v12)
	for i := 0; i < v12; i++ {
		this.Data[i] = byte(r.Intn(256))
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedRaw(r randyFeatures, easy bool) *Raw {
	this := &Raw{}
	v13 := r.Intn(100)
	this.Data = make([]byte, v13)
	for i := 0; i < v13; i++ {
		this.Data[i] = byte(r.Intn(256))
	}
	this.Format = string(randStringFeatures(r))
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedFeature(r randyFeatures, easy bool) *Feature {
	this := &Feature{}
	this.ID = string(randStringFeatures(r))
	this.Type = FeatureType([]int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 100}[r.Intn(13)])
	this.Probability = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Probability *= -1
	}
	if r.Intn(5) != 0 {
		v14 := r.Intn(10)
		this.Metadata = make(map[string]string)
		for i := 0; i < v14; i++ {
			this.Metadata[randStringFeatures(r)] = randStringFeatures(r)
		}
	}
	oneofNumber_Feature := []int32{6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 1000}[r.Intn(12)]
	switch oneofNumber_Feature {
	case 6:
		this.Feature = NewPopulatedFeature_Image(r, easy)
	case 7:
		this.Feature = NewPopulatedFeature_RawImage(r, easy)
	case 8:
		this.Feature = NewPopulatedFeature_Classification(r, easy)
	case 9:
		this.Feature = NewPopulatedFeature_BoundingBox(r, easy)
	case 10:
		this.Feature = NewPopulatedFeature_SemanticSegment(r, easy)
	case 11:
		this.Feature = NewPopulatedFeature_InstanceSegment(r, easy)
	case 12:
		this.Feature = NewPopulatedFeature_Text(r, easy)
	case 13:
		this.Feature = NewPopulatedFeature_Region(r, easy)
	case 14:
		this.Feature = NewPopulatedFeature_Audio(r, easy)
	case 15:
		this.Feature = NewPopulatedFeature_Geolocation(r, easy)
	case 16:
		this.Feature = NewPopulatedFeature_General(r, easy)
	case 1000:
		this.Feature = NewPopulatedFeature_Raw(r, easy)
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedFeature_Image(r randyFeatures, easy bool) *Feature_Image {
	this := &Feature_Image{}
	this.Image = NewPopulatedImage(r, easy)
	return this
}
func NewPopulatedFeature_RawImage(r randyFeatures, easy bool) *Feature_RawImage {
	this := &Feature_RawImage{}
	this.RawImage = NewPopulatedRawImage(r, easy)
	return this
}
func NewPopulatedFeature_Classification(r randyFeatures, easy bool) *Feature_Classification {
	this := &Feature_Classification{}
	this.Classification = NewPopulatedClassification(r, easy)
	return this
}
func NewPopulatedFeature_BoundingBox(r randyFeatures, easy bool) *Feature_BoundingBox {
	this := &Feature_BoundingBox{}
	this.BoundingBox = NewPopulatedBoundingBox(r, easy)
	return this
}
func NewPopulatedFeature_SemanticSegment(r randyFeatures, easy bool) *Feature_SemanticSegment {
	this := &Feature_SemanticSegment{}
	this.SemanticSegment = NewPopulatedSemanticSegment(r, easy)
	return this
}
func NewPopulatedFeature_InstanceSegment(r randyFeatures, easy bool) *Feature_InstanceSegment {
	this := &Feature_InstanceSegment{}
	this.InstanceSegment = NewPopulatedInstanceSegment(r, easy)
	return this
}
func NewPopulatedFeature_Text(r randyFeatures, easy bool) *Feature_Text {
	this := &Feature_Text{}
	this.Text = NewPopulatedText(r, easy)
	return this
}
func NewPopulatedFeature_Region(r randyFeatures, easy bool) *Feature_Region {
	this := &Feature_Region{}
	this.Region = NewPopulatedRegion(r, easy)
	return this
}
func NewPopulatedFeature_Audio(r randyFeatures, easy bool) *Feature_Audio {
	this := &Feature_Audio{}
	this.Audio = NewPopulatedAudio(r, easy)
	return this
}
func NewPopulatedFeature_Geolocation(r randyFeatures, easy bool) *Feature_Geolocation {
	this := &Feature_Geolocation{}
	this.Geolocation = NewPopulatedGeoLocation(r, easy)
	return this
}
func NewPopulatedFeature_General(r randyFeatures, easy bool) *Feature_General {
	this := &Feature_General{}
	this.General = NewPopulatedGeneral(r, easy)
	return this
}
func NewPopulatedFeature_Raw(r randyFeatures, easy bool) *Feature_Raw {
	this := &Feature_Raw{}
	this.Raw = NewPopulatedRaw(r, easy)
	return this
}

type randyFeatures interface {
	Float32() float32
	Float64() float64
	Int63() int64
	Int31() int32
	Uint32() uint32
	Intn(n int) int
}

func randUTF8RuneFeatures(r randyFeatures) rune {
	ru := r.Intn(62)
	if ru < 10 {
		return rune(ru + 48)
	} else if ru < 36 {
		return rune(ru + 55)
	}
	return rune(ru + 61)
}
func randStringFeatures(r randyFeatures) string {
	v15 := r.Intn(100)
	tmps := make([]rune, v15)
	for i := 0; i < v15; i++ {
		tmps[i] = randUTF8RuneFeatures(r)
	}
	return string(tmps)
}
func randUnrecognizedFeatures(r randyFeatures, maxFieldNumber int) (dAtA []byte) {
	l := r.Intn(5)
	for i := 0; i < l; i++ {
		wire := r.Intn(4)
		if wire == 3 {
			wire = 5
		}
		fieldNumber := maxFieldNumber + r.Intn(100)
		dAtA = randFieldFeatures(dAtA, r, fieldNumber, wire)
	}
	return dAtA
}
func randFieldFeatures(dAtA []byte, r randyFeatures, fieldNumber int, wire int) []byte {
	key := uint32(fieldNumber)<<3 | uint32(wire)
	switch wire {
	case 0:
		dAtA = encodeVarintPopulateFeatures(dAtA, uint64(key))
		v16 := r.Int63()
		if r.Intn(2) == 0 {
			v16 *= -1
		}
		dAtA = encodeVarintPopulateFeatures(dAtA, uint64(v16))
	case 1:
		dAtA = encodeVarintPopulateFeatures(dAtA, uint64(key))
		dAtA = append(dAtA, byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)))
	case 2:
		dAtA = encodeVarintPopulateFeatures(dAtA, uint64(key))
		ll := r.Intn(100)
		dAtA = encodeVarintPopulateFeatures(dAtA, uint64(ll))
		for j := 0; j < ll; j++ {
			dAtA = append(dAtA, byte(r.Intn(256)))
		}
	default:
		dAtA = encodeVarintPopulateFeatures(dAtA, uint64(key))
		dAtA = append(dAtA, byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)))
	}
	return dAtA
}
func encodeVarintPopulateFeatures(dAtA []byte, v uint64) []byte {
	for v >= 1<<7 {
		dAtA = append(dAtA, uint8(uint64(v)&0x7f|0x80))
		v >>= 7
	}
	dAtA = append(dAtA, uint8(v))
	return dAtA
}
func (m *Image) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	l = len(m.ID)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	l = len(m.Data)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}

func (m *RawImage) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	l = len(m.ID)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	l = len(m.DataType)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	if len(m.CharList) > 0 {
		l = 0
		for _, e := range m.CharList {
			l += sovFeatures(uint64(e))
		}
		n += 1 + sovFeatures(uint64(l)) + l
	}
	if len(m.FloatList) > 0 {
		n += 1 + sovFeatures(uint64(len(m.FloatList)*4)) + len(m.FloatList)*4
	}
	if m.Width != 0 {
		n += 1 + sovFeatures(uint64(m.Width))
	}
	if m.Height != 0 {
		n += 1 + sovFeatures(uint64(m.Height))
	}
	if m.Channels != 0 {
		n += 1 + sovFeatures(uint64(m.Channels))
	}
	l = len(m.CompressedData)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	l = len(m.JpegData)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}

func (m *Classification) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Index != 0 {
		n += 1 + sovFeatures(uint64(m.Index))
	}
	l = len(m.Label)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}

func (m *BoundingBox) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Index != 0 {
		n += 1 + sovFeatures(uint64(m.Index))
	}
	l = len(m.Label)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	if m.Xmin != 0 {
		n += 5
	}
	if m.Xmax != 0 {
		n += 5
	}
	if m.Ymin != 0 {
		n += 5
	}
	if m.Ymax != 0 {
		n += 5
	}
	return n
}

func (m *SemanticSegment) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Height != 0 {
		n += 1 + sovFeatures(uint64(m.Height))
	}
	if m.Width != 0 {
		n += 1 + sovFeatures(uint64(m.Width))
	}
	if len(m.IntMask) > 0 {
		l = 0
		for _, e := range m.IntMask {
			l += sovFeatures(uint64(e))
		}
		n += 1 + sovFeatures(uint64(l)) + l
	}
	return n
}

func (m *InstanceSegment) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Index != 0 {
		n += 1 + sovFeatures(uint64(m.Index))
	}
	l = len(m.Label)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	if m.Xmin != 0 {
		n += 5
	}
	if m.Xmax != 0 {
		n += 5
	}
	if m.Ymin != 0 {
		n += 5
	}
	if m.Ymax != 0 {
		n += 5
	}
	l = len(m.MaskType)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	if m.Height != 0 {
		n += 1 + sovFeatures(uint64(m.Height))
	}
	if m.Width != 0 {
		n += 1 + sovFeatures(uint64(m.Width))
	}
	if len(m.IntMask) > 0 {
		l = 0
		for _, e := range m.IntMask {
			l += sovFeatures(uint64(e))
		}
		n += 1 + sovFeatures(uint64(l)) + l
	}
	if len(m.FloatMask) > 0 {
		n += 1 + sovFeatures(uint64(len(m.FloatMask)*4)) + len(m.FloatMask)*4
	}
	return n
}

func (m *GeoLocation) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Index != 0 {
		n += 1 + sovFeatures(uint64(m.Index))
	}
	if m.Latitude != 0 {
		n += 5
	}
	if m.Longitude != 0 {
		n += 5
	}
	return n
}

func (m *Region) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	l = len(m.Data)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	l = len(m.Format)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}

func (m *Text) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	l = len(m.Data)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}

func (m *Audio) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	l = len(m.Data)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	l = len(m.Format)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}

func (m *General) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	l = len(m.Data)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}

func (m *Raw) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	l = len(m.Data)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	l = len(m.Format)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}

func (m *Feature) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	l = len(m.ID)
	if l > 0 {
		n += 1 + l + sovFeatures(uint64(l))
	}
	if m.Type != 0 {
		n += 1 + sovFeatures(uint64(m.Type))
	}
	if m.Probability != 0 {
		n += 5
	}
	if len(m.Metadata) > 0 {
		for k, v := range m.Metadata {
			_ = k
			_ = v
			mapEntrySize := 1 + len(k) + sovFeatures(uint64(len(k))) + 1 + len(v) + sovFeatures(uint64(len(v)))
			n += mapEntrySize + 1 + sovFeatures(uint64(mapEntrySize))
		}
	}
	if m.Feature != nil {
		n += m.Feature.Size()
	}
	return n
}

func (m *Feature_Image) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Image != nil {
		l = m.Image.Size()
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}
func (m *Feature_RawImage) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.RawImage != nil {
		l = m.RawImage.Size()
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}
func (m *Feature_Classification) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Classification != nil {
		l = m.Classification.Size()
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}
func (m *Feature_BoundingBox) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.BoundingBox != nil {
		l = m.BoundingBox.Size()
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}
func (m *Feature_SemanticSegment) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.SemanticSegment != nil {
		l = m.SemanticSegment.Size()
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}
func (m *Feature_InstanceSegment) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.InstanceSegment != nil {
		l = m.InstanceSegment.Size()
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}
func (m *Feature_Text) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Text != nil {
		l = m.Text.Size()
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}
func (m *Feature_Region) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Region != nil {
		l = m.Region.Size()
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}
func (m *Feature_Audio) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Audio != nil {
		l = m.Audio.Size()
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}
func (m *Feature_Geolocation) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Geolocation != nil {
		l = m.Geolocation.Size()
		n += 1 + l + sovFeatures(uint64(l))
	}
	return n
}
func (m *Feature_General) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.General != nil {
		l = m.General.Size()
		n += 2 + l + sovFeatures(uint64(l))
	}
	return n
}
func (m *Feature_Raw) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Raw != nil {
		l = m.Raw.Size()
		n += 2 + l + sovFeatures(uint64(l))
	}
	return n
}

func sovFeatures(x uint64) (n int) {
	return (math_bits.Len64(x|1) + 6) / 7
}
func sozFeatures(x uint64) (n int) {
	return sovFeatures(uint64((x << 1) ^ uint64((int64(x) >> 63))))
}
func (this *Image) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Image{`,
		`ID:` + fmt.Sprintf("%v", this.ID) + `,`,
		`Data:` + fmt.Sprintf("%v", this.Data) + `,`,
		`}`,
	}, "")
	return s
}
func (this *RawImage) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&RawImage{`,
		`ID:` + fmt.Sprintf("%v", this.ID) + `,`,
		`DataType:` + fmt.Sprintf("%v", this.DataType) + `,`,
		`CharList:` + fmt.Sprintf("%v", this.CharList) + `,`,
		`FloatList:` + fmt.Sprintf("%v", this.FloatList) + `,`,
		`Width:` + fmt.Sprintf("%v", this.Width) + `,`,
		`Height:` + fmt.Sprintf("%v", this.Height) + `,`,
		`Channels:` + fmt.Sprintf("%v", this.Channels) + `,`,
		`CompressedData:` + fmt.Sprintf("%v", this.CompressedData) + `,`,
		`JpegData:` + fmt.Sprintf("%v", this.JpegData) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Classification) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Classification{`,
		`Index:` + fmt.Sprintf("%v", this.Index) + `,`,
		`Label:` + fmt.Sprintf("%v", this.Label) + `,`,
		`}`,
	}, "")
	return s
}
func (this *BoundingBox) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&BoundingBox{`,
		`Index:` + fmt.Sprintf("%v", this.Index) + `,`,
		`Label:` + fmt.Sprintf("%v", this.Label) + `,`,
		`Xmin:` + fmt.Sprintf("%v", this.Xmin) + `,`,
		`Xmax:` + fmt.Sprintf("%v", this.Xmax) + `,`,
		`Ymin:` + fmt.Sprintf("%v", this.Ymin) + `,`,
		`Ymax:` + fmt.Sprintf("%v", this.Ymax) + `,`,
		`}`,
	}, "")
	return s
}
func (this *SemanticSegment) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&SemanticSegment{`,
		`Height:` + fmt.Sprintf("%v", this.Height) + `,`,
		`Width:` + fmt.Sprintf("%v", this.Width) + `,`,
		`IntMask:` + fmt.Sprintf("%v", this.IntMask) + `,`,
		`}`,
	}, "")
	return s
}
func (this *InstanceSegment) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&InstanceSegment{`,
		`Index:` + fmt.Sprintf("%v", this.Index) + `,`,
		`Label:` + fmt.Sprintf("%v", this.Label) + `,`,
		`Xmin:` + fmt.Sprintf("%v", this.Xmin) + `,`,
		`Xmax:` + fmt.Sprintf("%v", this.Xmax) + `,`,
		`Ymin:` + fmt.Sprintf("%v", this.Ymin) + `,`,
		`Ymax:` + fmt.Sprintf("%v", this.Ymax) + `,`,
		`MaskType:` + fmt.Sprintf("%v", this.MaskType) + `,`,
		`Height:` + fmt.Sprintf("%v", this.Height) + `,`,
		`Width:` + fmt.Sprintf("%v", this.Width) + `,`,
		`IntMask:` + fmt.Sprintf("%v", this.IntMask) + `,`,
		`FloatMask:` + fmt.Sprintf("%v", this.FloatMask) + `,`,
		`}`,
	}, "")
	return s
}
func (this *GeoLocation) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&GeoLocation{`,
		`Index:` + fmt.Sprintf("%v", this.Index) + `,`,
		`Latitude:` + fmt.Sprintf("%v", this.Latitude) + `,`,
		`Longitude:` + fmt.Sprintf("%v", this.Longitude) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Region) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Region{`,
		`Data:` + fmt.Sprintf("%v", this.Data) + `,`,
		`Format:` + fmt.Sprintf("%v", this.Format) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Text) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Text{`,
		`Data:` + fmt.Sprintf("%v", this.Data) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Audio) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Audio{`,
		`Data:` + fmt.Sprintf("%v", this.Data) + `,`,
		`Format:` + fmt.Sprintf("%v", this.Format) + `,`,
		`}`,
	}, "")
	return s
}
func (this *General) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&General{`,
		`Data:` + fmt.Sprintf("%v", this.Data) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Raw) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Raw{`,
		`Data:` + fmt.Sprintf("%v", this.Data) + `,`,
		`Format:` + fmt.Sprintf("%v", this.Format) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature) String() string {
	if this == nil {
		return "nil"
	}
	keysForMetadata := make([]string, 0, len(this.Metadata))
	for k := range this.Metadata {
		keysForMetadata = append(keysForMetadata, k)
	}
	github_com_gogo_protobuf_sortkeys.Strings(keysForMetadata)
	mapStringForMetadata := "map[string]string{"
	for _, k := range keysForMetadata {
		mapStringForMetadata += fmt.Sprintf("%v: %v,", k, this.Metadata[k])
	}
	mapStringForMetadata += "}"
	s := strings.Join([]string{`&Feature{`,
		`ID:` + fmt.Sprintf("%v", this.ID) + `,`,
		`Type:` + fmt.Sprintf("%v", this.Type) + `,`,
		`Probability:` + fmt.Sprintf("%v", this.Probability) + `,`,
		`Metadata:` + mapStringForMetadata + `,`,
		`Feature:` + fmt.Sprintf("%v", this.Feature) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_Image) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_Image{`,
		`Image:` + strings.Replace(fmt.Sprintf("%v", this.Image), "Image", "Image", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_RawImage) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_RawImage{`,
		`RawImage:` + strings.Replace(fmt.Sprintf("%v", this.RawImage), "RawImage", "RawImage", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_Classification) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_Classification{`,
		`Classification:` + strings.Replace(fmt.Sprintf("%v", this.Classification), "Classification", "Classification", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_BoundingBox) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_BoundingBox{`,
		`BoundingBox:` + strings.Replace(fmt.Sprintf("%v", this.BoundingBox), "BoundingBox", "BoundingBox", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_SemanticSegment) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_SemanticSegment{`,
		`SemanticSegment:` + strings.Replace(fmt.Sprintf("%v", this.SemanticSegment), "SemanticSegment", "SemanticSegment", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_InstanceSegment) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_InstanceSegment{`,
		`InstanceSegment:` + strings.Replace(fmt.Sprintf("%v", this.InstanceSegment), "InstanceSegment", "InstanceSegment", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_Text) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_Text{`,
		`Text:` + strings.Replace(fmt.Sprintf("%v", this.Text), "Text", "Text", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_Region) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_Region{`,
		`Region:` + strings.Replace(fmt.Sprintf("%v", this.Region), "Region", "Region", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_Audio) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_Audio{`,
		`Audio:` + strings.Replace(fmt.Sprintf("%v", this.Audio), "Audio", "Audio", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_Geolocation) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_Geolocation{`,
		`Geolocation:` + strings.Replace(fmt.Sprintf("%v", this.Geolocation), "GeoLocation", "GeoLocation", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_General) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_General{`,
		`General:` + strings.Replace(fmt.Sprintf("%v", this.General), "General", "General", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature_Raw) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Feature_Raw{`,
		`Raw:` + strings.Replace(fmt.Sprintf("%v", this.Raw), "Raw", "Raw", 1) + `,`,
		`}`,
	}, "")
	return s
}
func valueToStringFeatures(v interface{}) string {
	rv := reflect.ValueOf(v)
	if rv.IsNil() {
		return "nil"
	}
	pv := reflect.Indirect(rv).Interface()
	return fmt.Sprintf("*%v", pv)
}
func (m *Image) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: Image: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: Image: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= uint64(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Data", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + byteLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Data = append(m.Data[:0], dAtA[iNdEx:postIndex]...)
			if m.Data == nil {
				m.Data = []byte{}
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *RawImage) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: RawImage: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: RawImage: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= uint64(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field DataType", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= uint64(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.DataType = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 3:
			if wireType == 0 {
				var v int32
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowFeatures
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					v |= int32(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				m.CharList = append(m.CharList, v)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowFeatures
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthFeatures
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthFeatures
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				var count int
				for _, integer := range dAtA[iNdEx:postIndex] {
					if integer < 128 {
						count++
					}
				}
				elementCount = count
				if elementCount != 0 && len(m.CharList) == 0 {
					m.CharList = make([]int32, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v int32
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowFeatures
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						v |= int32(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					m.CharList = append(m.CharList, v)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field CharList", wireType)
			}
		case 4:
			if wireType == 5 {
				var v uint32
				if (iNdEx + 4) > l {
					return io.ErrUnexpectedEOF
				}
				v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
				iNdEx += 4
				v2 := float32(math.Float32frombits(v))
				m.FloatList = append(m.FloatList, v2)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowFeatures
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthFeatures
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthFeatures
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				elementCount = packedLen / 4
				if elementCount != 0 && len(m.FloatList) == 0 {
					m.FloatList = make([]float32, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v uint32
					if (iNdEx + 4) > l {
						return io.ErrUnexpectedEOF
					}
					v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
					iNdEx += 4
					v2 := float32(math.Float32frombits(v))
					m.FloatList = append(m.FloatList, v2)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field FloatList", wireType)
			}
		case 5:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Width", wireType)
			}
			m.Width = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Width |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 6:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Height", wireType)
			}
			m.Height = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Height |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 7:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Channels", wireType)
			}
			m.Channels = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Channels |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 8:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field CompressedData", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + byteLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.CompressedData = append(m.CompressedData[:0], dAtA[iNdEx:postIndex]...)
			if m.CompressedData == nil {
				m.CompressedData = []byte{}
			}
			iNdEx = postIndex
		case 9:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field JpegData", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + byteLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.JpegData = append(m.JpegData[:0], dAtA[iNdEx:postIndex]...)
			if m.JpegData == nil {
				m.JpegData = []byte{}
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *Classification) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: Classification: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: Classification: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Index", wireType)
			}
			m.Index = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Index |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Label", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= uint64(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Label = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *BoundingBox) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: BoundingBox: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: BoundingBox: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Index", wireType)
			}
			m.Index = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Index |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Label", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= uint64(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Label = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 3:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Xmin", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
			iNdEx += 4
			m.Xmin = float32(math.Float32frombits(v))
		case 4:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Xmax", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
			iNdEx += 4
			m.Xmax = float32(math.Float32frombits(v))
		case 5:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Ymin", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
			iNdEx += 4
			m.Ymin = float32(math.Float32frombits(v))
		case 6:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Ymax", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
			iNdEx += 4
			m.Ymax = float32(math.Float32frombits(v))
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *SemanticSegment) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: SemanticSegment: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: SemanticSegment: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Height", wireType)
			}
			m.Height = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Height |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 2:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Width", wireType)
			}
			m.Width = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Width |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 3:
			if wireType == 0 {
				var v int32
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowFeatures
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					v |= int32(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				m.IntMask = append(m.IntMask, v)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowFeatures
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthFeatures
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthFeatures
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				var count int
				for _, integer := range dAtA[iNdEx:postIndex] {
					if integer < 128 {
						count++
					}
				}
				elementCount = count
				if elementCount != 0 && len(m.IntMask) == 0 {
					m.IntMask = make([]int32, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v int32
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowFeatures
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						v |= int32(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					m.IntMask = append(m.IntMask, v)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field IntMask", wireType)
			}
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *InstanceSegment) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: InstanceSegment: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: InstanceSegment: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Index", wireType)
			}
			m.Index = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Index |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Label", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= uint64(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Label = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 3:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Xmin", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
			iNdEx += 4
			m.Xmin = float32(math.Float32frombits(v))
		case 4:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Xmax", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
			iNdEx += 4
			m.Xmax = float32(math.Float32frombits(v))
		case 5:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Ymin", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
			iNdEx += 4
			m.Ymin = float32(math.Float32frombits(v))
		case 6:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Ymax", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
			iNdEx += 4
			m.Ymax = float32(math.Float32frombits(v))
		case 7:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field MaskType", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= uint64(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.MaskType = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 8:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Height", wireType)
			}
			m.Height = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Height |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 9:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Width", wireType)
			}
			m.Width = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Width |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 10:
			if wireType == 0 {
				var v int32
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowFeatures
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					v |= int32(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				m.IntMask = append(m.IntMask, v)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowFeatures
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthFeatures
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthFeatures
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				var count int
				for _, integer := range dAtA[iNdEx:postIndex] {
					if integer < 128 {
						count++
					}
				}
				elementCount = count
				if elementCount != 0 && len(m.IntMask) == 0 {
					m.IntMask = make([]int32, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v int32
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowFeatures
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						v |= int32(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					m.IntMask = append(m.IntMask, v)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field IntMask", wireType)
			}
		case 11:
			if wireType == 5 {
				var v uint32
				if (iNdEx + 4) > l {
					return io.ErrUnexpectedEOF
				}
				v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
				iNdEx += 4
				v2 := float32(math.Float32frombits(v))
				m.FloatMask = append(m.FloatMask, v2)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowFeatures
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthFeatures
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthFeatures
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				elementCount = packedLen / 4
				if elementCount != 0 && len(m.FloatMask) == 0 {
					m.FloatMask = make([]float32, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v uint32
					if (iNdEx + 4) > l {
						return io.ErrUnexpectedEOF
					}
					v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
					iNdEx += 4
					v2 := float32(math.Float32frombits(v))
					m.FloatMask = append(m.FloatMask, v2)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field FloatMask", wireType)
			}
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *GeoLocation) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: GeoLocation: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: GeoLocation: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Index", wireType)
			}
			m.Index = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Index |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 2:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Latitude", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
			iNdEx += 4
			m.Latitude = float32(math.Float32frombits(v))
		case 3:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Longitude", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
			iNdEx += 4
			m.Longitude = float32(math.Float32frombits(v))
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *Region) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: Region: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: Region: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Data", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + byteLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Data = append(m.Data[:0], dAtA[iNdEx:postIndex]...)
			if m.Data == nil {
				m.Data = []byte{}
			}
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Format", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= uint64(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Format = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *Text) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: Text: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: Text: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Data", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + byteLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Data = append(m.Data[:0], dAtA[iNdEx:postIndex]...)
			if m.Data == nil {
				m.Data = []byte{}
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *Audio) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: Audio: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: Audio: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Data", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + byteLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Data = append(m.Data[:0], dAtA[iNdEx:postIndex]...)
			if m.Data == nil {
				m.Data = []byte{}
			}
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Format", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= uint64(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Format = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *General) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: General: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: General: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Data", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + byteLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Data = append(m.Data[:0], dAtA[iNdEx:postIndex]...)
			if m.Data == nil {
				m.Data = []byte{}
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *Raw) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: Raw: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: Raw: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Data", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + byteLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Data = append(m.Data[:0], dAtA[iNdEx:postIndex]...)
			if m.Data == nil {
				m.Data = []byte{}
			}
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Format", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= uint64(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Format = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *Feature) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= uint64(b&0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: Feature: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: Feature: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= uint64(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 3:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Type", wireType)
			}
			m.Type = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Type |= FeatureType(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 4:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Probability", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
			iNdEx += 4
			m.Probability = float32(math.Float32frombits(v))
		case 5:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Metadata", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Metadata == nil {
				m.Metadata = make(map[string]string)
			}
			var mapkey string
			var mapvalue string
			for iNdEx < postIndex {
				entryPreIndex := iNdEx
				var wire uint64
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowFeatures
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					wire |= uint64(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				fieldNum := int32(wire >> 3)
				if fieldNum == 1 {
					var stringLenmapkey uint64
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowFeatures
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						stringLenmapkey |= uint64(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					intStringLenmapkey := int(stringLenmapkey)
					if intStringLenmapkey < 0 {
						return ErrInvalidLengthFeatures
					}
					postStringIndexmapkey := iNdEx + intStringLenmapkey
					if postStringIndexmapkey < 0 {
						return ErrInvalidLengthFeatures
					}
					if postStringIndexmapkey > l {
						return io.ErrUnexpectedEOF
					}
					mapkey = string(dAtA[iNdEx:postStringIndexmapkey])
					iNdEx = postStringIndexmapkey
				} else if fieldNum == 2 {
					var stringLenmapvalue uint64
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowFeatures
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						stringLenmapvalue |= uint64(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					intStringLenmapvalue := int(stringLenmapvalue)
					if intStringLenmapvalue < 0 {
						return ErrInvalidLengthFeatures
					}
					postStringIndexmapvalue := iNdEx + intStringLenmapvalue
					if postStringIndexmapvalue < 0 {
						return ErrInvalidLengthFeatures
					}
					if postStringIndexmapvalue > l {
						return io.ErrUnexpectedEOF
					}
					mapvalue = string(dAtA[iNdEx:postStringIndexmapvalue])
					iNdEx = postStringIndexmapvalue
				} else {
					iNdEx = entryPreIndex
					skippy, err := skipFeatures(dAtA[iNdEx:])
					if err != nil {
						return err
					}
					if (skippy < 0) || (iNdEx+skippy) < 0 {
						return ErrInvalidLengthFeatures
					}
					if (iNdEx + skippy) > postIndex {
						return io.ErrUnexpectedEOF
					}
					iNdEx += skippy
				}
			}
			m.Metadata[mapkey] = mapvalue
			iNdEx = postIndex
		case 6:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Image", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &Image{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_Image{v}
			iNdEx = postIndex
		case 7:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field RawImage", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &RawImage{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_RawImage{v}
			iNdEx = postIndex
		case 8:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Classification", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &Classification{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_Classification{v}
			iNdEx = postIndex
		case 9:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field BoundingBox", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &BoundingBox{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_BoundingBox{v}
			iNdEx = postIndex
		case 10:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field SemanticSegment", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &SemanticSegment{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_SemanticSegment{v}
			iNdEx = postIndex
		case 11:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field InstanceSegment", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &InstanceSegment{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_InstanceSegment{v}
			iNdEx = postIndex
		case 12:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Text", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &Text{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_Text{v}
			iNdEx = postIndex
		case 13:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Region", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &Region{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_Region{v}
			iNdEx = postIndex
		case 14:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Audio", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &Audio{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_Audio{v}
			iNdEx = postIndex
		case 15:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Geolocation", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &GeoLocation{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_Geolocation{v}
			iNdEx = postIndex
		case 16:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field General", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &General{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_General{v}
			iNdEx = postIndex
		case 1000:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Raw", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthFeatures
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthFeatures
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			v := &Raw{}
			if err := v.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			m.Feature = &Feature_Raw{v}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipFeatures(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if (skippy < 0) || (iNdEx+skippy) < 0 {
				return ErrInvalidLengthFeatures
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func skipFeatures(dAtA []byte) (n int, err error) {
	l := len(dAtA)
	iNdEx := 0
	depth := 0
	for iNdEx < l {
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return 0, ErrIntOverflowFeatures
			}
			if iNdEx >= l {
				return 0, io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		wireType := int(wire & 0x7)
		switch wireType {
		case 0:
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return 0, ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return 0, io.ErrUnexpectedEOF
				}
				iNdEx++
				if dAtA[iNdEx-1] < 0x80 {
					break
				}
			}
		case 1:
			iNdEx += 8
		case 2:
			var length int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return 0, ErrIntOverflowFeatures
				}
				if iNdEx >= l {
					return 0, io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				length |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if length < 0 {
				return 0, ErrInvalidLengthFeatures
			}
			iNdEx += length
		case 3:
			depth++
		case 4:
			if depth == 0 {
				return 0, ErrUnexpectedEndOfGroupFeatures
			}
			depth--
		case 5:
			iNdEx += 4
		default:
			return 0, fmt.Errorf("proto: illegal wireType %d", wireType)
		}
		if iNdEx < 0 {
			return 0, ErrInvalidLengthFeatures
		}
		if depth == 0 {
			return iNdEx, nil
		}
	}
	return 0, io.ErrUnexpectedEOF
}

var (
	ErrInvalidLengthFeatures        = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowFeatures          = fmt.Errorf("proto: integer overflow")
	ErrUnexpectedEndOfGroupFeatures = fmt.Errorf("proto: unexpected end of group")
)