/
bda_client.py
467 lines (384 loc) · 20.2 KB
/
bda_client.py
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# -*- coding: utf8 -*-
# Copyright (c) 2017-2021 THL A29 Limited, a Tencent company. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import json
from tencentcloud.common.exception.tencent_cloud_sdk_exception import TencentCloudSDKException
from tencentcloud.common.abstract_client import AbstractClient
from tencentcloud.bda.v20200324 import models
class BdaClient(AbstractClient):
_apiVersion = '2020-03-24'
_endpoint = 'bda.tencentcloudapi.com'
_service = 'bda'
def CreateGroup(self, request):
"""用于创建一个空的人体库,如果人体库已存在返回错误。
1个APPID下最多有2000W个人体动作轨迹(Trace),最多1W个人体库(Group)。
单个人体库(Group)最多10W个人体动作轨迹(Trace)。
单个人员(Person)最多添加 5 个人体动作轨迹(Trace)。
:param request: Request instance for CreateGroup.
:type request: :class:`tencentcloud.bda.v20200324.models.CreateGroupRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.CreateGroupResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("CreateGroup", params, headers=headers)
response = json.loads(body)
model = models.CreateGroupResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def CreatePerson(self, request):
"""创建人员,添加对应人员的人体动作轨迹信息。
请注意:
- 我们希望您的输入为 严格符合动作轨迹图片 要求的图片。如果您输入的图片不符合动作轨迹图片要求,会对最终效果产生较大负面影响。请您尽量保证一个Trace中的图片人体清晰、无遮挡、连贯;
- 一个人体动作轨迹(Trace)可以包含1-5张人体图片。提供越多质量高的人体图片有助于提升最终识别结果;
- 无论您在单个Trace中提供了多少张人体图片,我们都将生成一个对应的动作轨迹(Trace)信息。即,Trace仅和本次输入的图片序列相关,和图片的个数无关;
- 输入的图片组中,若有部分图片输入不合法(如图片大小过大、分辨率过大、无法解码等),我们将舍弃这部分图片,确保合法图片被正确搜索。即,我们将尽可能保证请求成功,去除不合法的输入;
- 构成人体动作轨迹单张图片大小不得超过2M,分辨率不得超过1920*1080。
:param request: Request instance for CreatePerson.
:type request: :class:`tencentcloud.bda.v20200324.models.CreatePersonRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.CreatePersonResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("CreatePerson", params, headers=headers)
response = json.loads(body)
model = models.CreatePersonResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def CreateSegmentationTask(self, request):
"""本接口为人像分割在线处理接口组中的提交任务接口,可以对提交的资源进行处理视频流/图片流识别视频作品中的人像区域,进行一键抠像、背景替换、人像虚化等后期处理。
:param request: Request instance for CreateSegmentationTask.
:type request: :class:`tencentcloud.bda.v20200324.models.CreateSegmentationTaskRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.CreateSegmentationTaskResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("CreateSegmentationTask", params, headers=headers)
response = json.loads(body)
model = models.CreateSegmentationTaskResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def CreateTrace(self, request):
"""将一个人体动作轨迹添加到一个人员中。一个人员最多允许包含 5 个人体动作轨迹。同一人的人体动作轨迹越多,搜索识别效果越好。
>请注意:
- 我们希望您的输入为 严格符合动作轨迹图片 要求的图片。如果您输入的图片不符合动作轨迹图片要求,会对最终效果产生较大负面影响。请您尽量保证一个Trace中的图片人体清晰、无遮挡、连贯。
- 一个人体动作轨迹(Trace)可以包含1-5张人体图片。提供越多质量高的人体图片有助于提升最终识别结果。
- 无论您在单个Trace中提供了多少张人体图片,我们都将生成一个对应的动作轨迹(Trace)信息。即,Trace仅和本次输入的图片序列相关,和图片的个数无关。
- 输入的图片组中,若有部分图片输入不合法(如图片大小过大、分辨率过大、无法解码等),我们将舍弃这部分图片,确保合法图片被正确搜索。即,我们将尽可能保证请求成功,去除不合法的输入;
- 构成人体动作轨迹单张图片大小限制为2M,分辨率限制为1920*1080。
:param request: Request instance for CreateTrace.
:type request: :class:`tencentcloud.bda.v20200324.models.CreateTraceRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.CreateTraceResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("CreateTrace", params, headers=headers)
response = json.loads(body)
model = models.CreateTraceResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def DeleteGroup(self, request):
"""删除该人体库及包含的所有的人员。
:param request: Request instance for DeleteGroup.
:type request: :class:`tencentcloud.bda.v20200324.models.DeleteGroupRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.DeleteGroupResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("DeleteGroup", params, headers=headers)
response = json.loads(body)
model = models.DeleteGroupResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def DeletePerson(self, request):
"""删除人员。
:param request: Request instance for DeletePerson.
:type request: :class:`tencentcloud.bda.v20200324.models.DeletePersonRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.DeletePersonResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("DeletePerson", params, headers=headers)
response = json.loads(body)
model = models.DeletePersonResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def DescribeSegmentationTask(self, request):
"""可以查看单条任务的处理情况,包括处理状态,处理结果。
:param request: Request instance for DescribeSegmentationTask.
:type request: :class:`tencentcloud.bda.v20200324.models.DescribeSegmentationTaskRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.DescribeSegmentationTaskResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("DescribeSegmentationTask", params, headers=headers)
response = json.loads(body)
model = models.DescribeSegmentationTaskResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def DetectBody(self, request):
"""检测给定图片中的人体(Body)的位置信息及属性信息。
:param request: Request instance for DetectBody.
:type request: :class:`tencentcloud.bda.v20200324.models.DetectBodyRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.DetectBodyResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("DetectBody", params, headers=headers)
response = json.loads(body)
model = models.DetectBodyResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def DetectBodyJoints(self, request):
"""检测图片中人体的14个关键点。建议用于人体图像清晰、无遮挡的场景。支持一张图片中存在多个人体的识别。
:param request: Request instance for DetectBodyJoints.
:type request: :class:`tencentcloud.bda.v20200324.models.DetectBodyJointsRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.DetectBodyJointsResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("DetectBodyJoints", params, headers=headers)
response = json.loads(body)
model = models.DetectBodyJointsResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def GetGroupList(self, request):
"""获取人体库列表。
:param request: Request instance for GetGroupList.
:type request: :class:`tencentcloud.bda.v20200324.models.GetGroupListRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.GetGroupListResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("GetGroupList", params, headers=headers)
response = json.loads(body)
model = models.GetGroupListResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def GetPersonList(self, request):
"""获取指定人体库中的人员列表。
:param request: Request instance for GetPersonList.
:type request: :class:`tencentcloud.bda.v20200324.models.GetPersonListRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.GetPersonListResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("GetPersonList", params, headers=headers)
response = json.loads(body)
model = models.GetPersonListResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def GetSummaryInfo(self, request):
"""获取人体库汇总信息。
:param request: Request instance for GetSummaryInfo.
:type request: :class:`tencentcloud.bda.v20200324.models.GetSummaryInfoRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.GetSummaryInfoResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("GetSummaryInfo", params, headers=headers)
response = json.loads(body)
model = models.GetSummaryInfoResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def ModifyGroup(self, request):
"""修改人体库名称、备注。
:param request: Request instance for ModifyGroup.
:type request: :class:`tencentcloud.bda.v20200324.models.ModifyGroupRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.ModifyGroupResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("ModifyGroup", params, headers=headers)
response = json.loads(body)
model = models.ModifyGroupResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def ModifyPersonInfo(self, request):
"""修改人员信息。
:param request: Request instance for ModifyPersonInfo.
:type request: :class:`tencentcloud.bda.v20200324.models.ModifyPersonInfoRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.ModifyPersonInfoResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("ModifyPersonInfo", params, headers=headers)
response = json.loads(body)
model = models.ModifyPersonInfoResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def SearchTrace(self, request):
"""本接口用于对一组待识别的人体动作轨迹(Trace)图片,在人体库中识别出最相似的 TopK 人体,按照相似度从大到小排列。
人体动作轨迹(Trace)图片要求:图片中当且仅包含一个人体。人体完整、无遮挡。
> 请注意:
- 我们希望您的输入为严格符合动作轨迹图片要求的图片。如果您输入的图片不符合动作轨迹图片要求,会对最终效果产生较大负面影响;
- 人体动作轨迹,是一个包含1-5张图片的图片序列。您可以输入1张图片作为动作轨迹,也可以输入多张。单个动作轨迹中包含越多符合质量的图片,搜索效果越好。
- 构成人体动作轨迹单张图片大小不得超过2M,分辨率不得超过1920*1080。
:param request: Request instance for SearchTrace.
:type request: :class:`tencentcloud.bda.v20200324.models.SearchTraceRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.SearchTraceResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("SearchTrace", params, headers=headers)
response = json.loads(body)
model = models.SearchTraceResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def SegmentCustomizedPortraitPic(self, request):
"""在前后景分割的基础上优化多分类分割,支持对头发、五官等的分割,既作为换发型、挂件等底层技术,也可用于抠人头、抠人脸等玩法
:param request: Request instance for SegmentCustomizedPortraitPic.
:type request: :class:`tencentcloud.bda.v20200324.models.SegmentCustomizedPortraitPicRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.SegmentCustomizedPortraitPicResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("SegmentCustomizedPortraitPic", params, headers=headers)
response = json.loads(body)
model = models.SegmentCustomizedPortraitPicResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def SegmentPortraitPic(self, request):
"""即二分类人像分割,识别传入图片中人体的完整轮廓,进行抠像。
:param request: Request instance for SegmentPortraitPic.
:type request: :class:`tencentcloud.bda.v20200324.models.SegmentPortraitPicRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.SegmentPortraitPicResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("SegmentPortraitPic", params, headers=headers)
response = json.loads(body)
model = models.SegmentPortraitPicResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))
def TerminateSegmentationTask(self, request):
"""终止指定视频人像分割处理任务
:param request: Request instance for TerminateSegmentationTask.
:type request: :class:`tencentcloud.bda.v20200324.models.TerminateSegmentationTaskRequest`
:rtype: :class:`tencentcloud.bda.v20200324.models.TerminateSegmentationTaskResponse`
"""
try:
params = request._serialize()
headers = request.headers
body = self.call("TerminateSegmentationTask", params, headers=headers)
response = json.loads(body)
model = models.TerminateSegmentationTaskResponse()
model._deserialize(response["Response"])
return model
except Exception as e:
if isinstance(e, TencentCloudSDKException):
raise
else:
raise TencentCloudSDKException(type(e).__name__, str(e))