Skip to content

Latest commit

 

History

History
742 lines (641 loc) · 34.3 KB

openvino_models_checklist.md

File metadata and controls

742 lines (641 loc) · 34.3 KB
Raw

Model validation and performance analysis status for Intel® Distribution of OpenVINO™ Toolkit

Public models

Image classification

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
alexnet - + + + + + +
anti-spoof-mn3 + - - - - - -
caffenet - + + + + + +
convnext-tiny + - - - - - +
densenet-121 - + + + + + +
densenet-121-caffe2 - + - + - - -
densenet-121-tf + + - + + + +
densenet-161 - + + + - - -
densenet-161-tf - + - - - - -
densenet-169 - + + + - - -
densenet-169-tf - + - + - - -
densenet-201 - + + + - - -
densenet-201-tf - + - - - - -
dla-34 + + - -* - - +
efficientnet-b0 + + - + + + +
efficientnet-b0_auto_aug - + - + - - -
efficientnet-b0-pytorch + + - + + + +
efficientnet-b5 - + - + - - -
efficientnet-b5-pytorch - + - + - - -
efficientnet-b7_auto_aug - + - + - - -
efficientnet-b7-pytorch - + - + - - -
efficientnet-v2-b0 + - - - - - -
efficientnet-v2-s + - - - - - -
hbonet-1.0 + + - - - - +
hbonet-0.25 + + - -* + + +
googlenet-v1 - + + + + + +
googlenet-v1-tf + + - + + + +
googlenet-v2 - + + + + + +
googlenet-v2-tf + + - + + + +
googlenet-v3 + + + + + + +
googlenet-v3-pytorch + + - + + + +
googlenet-v4 - + + - - - -
googlenet-v4-tf + + - + + + +
inception-resnet-v2 - + + -* - - -
inception-resnet-v2-tf + + - + + - +
levit-128s + - - - - - +
mixnet-l + + - -* - - +
mobilenet-v1-0.25-128 + + + + + + +
mobilenet-v1-0.50-160 - + + + - - -
mobilenet-v1-0.50-224 - + + + - - -
mobilenet-v1-1.0-224 - + + + + + +
mobilenet-v1-1.0-224-tf + + - + + + +
mobilenet-v2 - + + + + + +
mobilenet-v2-1.0-224 + + - + - + +
mobilenet-v2-pytorch + + - + + + +
mobilenet-v2-1.4-224 + + - + - + +
mobilenet-v3-small-1.0-224-tf + + - + + + +
mobilenet-v3-small-1.0-paddle - - - - - - -
mobilenet-v3-large-1.0-224-tf + + - + + + +
mobilenet-v3-large-1.0-224-paddle - - - - - - -
nfnet-f0 + + - - - - +
octave-densenet-121-0.125 - + - + - - -
octave-resnet-101-0.125 - + - + - - -
octave-resnet-200-0.125 - + - + - - -
octave-resnet-26-0.25 - + - + + + +
octave-resnet-50-0.125 - + - + - - -
octave-resnext-101-0.25 - + - + - - -
octave-resnext-50-0.25 - + - + - - -
octave-se-resnet-50-0.125 - + - + - - -
open-closed-eye-0001 + + - -* - - -
regnetx-3.2gf + + - - - - +
repvgg-a0 + + - - - - +
repvgg-b1 + + - - - - +
repvgg-b3 + + - - - - +
resnest-50-pytorch + - - - - - +
resnet-101 - called resnet-v1-101 + - - - -
resnet-152 - called resnet-v1-152 + - - - -
resnet-18-pytorch + + - + + + +
resnet-34-pytorch + + - -* + + +
resnet-50 - called resnet-v1-50 + - - - -
resnet-50-caffe2 - + - + - - -
resnet-50-pytorch + + - + + + +
resnet-50-tf + + - + + + +
rexnet-v1-x1.0 + + - - - - +
se-inception - + + + + + +
se-resnet-50 - + + -* + + +
se-resnet-101 - + + + - - -
se-resnet-152 - + + + - - -
se-resnext-50 - + + -* + + +
se-resnext-101 - + + -* - - -
shufflenet-v2-x0.5 - + - - - - +
shufflenet-v2-x1.0 + + - - - - +
squeezenet1.0 - + + + + + +
squeezenet1.1 - + + + + + +
squeezenet1.1-caffe2 - + - + - - -
swin-tiny-patch4-window7-224 + - - - - - +
t2t-vit-14 + + - - - - +
vgg16 - + + + + + +
vgg19 - + + + + + +
vgg19-caffe2 - + - + - - -

Semantic segmentation

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
deeplabv3 + + + + + + +
drn-d-38 + - - - - - -
erfnet + - - - - - -
hrnet-v2-c1-segmentation + - - - - - -
fastseg-large + - - - - - -
fastseg-small + - - - - - -
pspnet-pytorch + - - - - - -
ocrnet-hrnet-w48-paddle - - - - - - -

Instance segmentation

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
mask_rcnn_inception_resnet_v2_atrous_coco + + - -* - - -
mask_rcnn_inception_v2_coco - + - -* - - -
mask_rcnn_resnet101_atrous_coco - + - - - - -
mask_rcnn_resnet50_atrous_coco + + - -* - - -
yolact-resnet50-fpn-pytorch + - - - - - -

3D segmentation

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
brain-tumor-segmentation-0001 - there is no data - - - - -
brain-tumor-segmentation-0002 + there is no data - - - - -

Object detection

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
ctpn + there is no data - - - - -
ctdet_coco_dlav0_512 + - - - - - -
detr-resnet50 + - - - - - -
efficientdet-d0-tf + - - - - - -
efficientdet-d1-tf + - - - - - -
faceboxes-pytorch + - - - - - -
face-detection-retail-0044 - + - - - - -
faster_rcnn_inception_resnet_v2_atrous_coco + + - -* - - -
faster_rcnn_inception_v2_coco - + - -* - - -
faster_rcnn_resnet101_coco - + - -* - - -
faster_rcnn_resnet50_coco + + - -* - - -
mobilefacedet-v1-mxnet - - - - - - -
mobilenet-yolo-v4-syg + - - - - - -
mtcnn - pipeline - - - - -
nanodet-m-1.5x-416 + - - - - - -
nanodet-plus-m-1.5x-416 + - - - - - -
pelee-coco - + + -* + + +
retinaface-resnet50-pytorch + - - - - - -
retinanet-tf + + - -* + + -
rfcn-resnet101-coco-tf + - - - - - -
ssd300 - + + + + + +
ssd512 - + + + + + +
mobilenet-ssd - + + + + + +
ssd_mobilenet_v1_coco + - - - - - +
ssd_mobilenet_v1_fpn_coco + + + + + + +
ssdlite_mobilenet_v2 + + - - - - -
ssd_mobilenet_v2_coco - + + + - - -
ssd-resnet34-1200-onnx + - - - - - -
ssd_resnet50_v1_fpn_coco - + + + - - -
ultra-lightweight-face-detection-rfb-320 + - - - - - -
ultra-lightweight-face-detection-slim-320 + - - - - - -
vehicle-license-plate-detection-barrier-0123 + - - - - - -
yolo-v1-tiny-tf + + - + + + +
yolo-v2-tiny-tf + + - + + + +
yolo-v2-tf + + - + + + +
yolo-v3-tf + + - -* + + +
yolo-v3-onnx + - - - - - -
yolo-v3-tiny-tf + - - - - - -
yolo-v3-tiny-onnx + - - - - - -
yolo-v4-tf + - - - - - -
yolo-v4-tiny-tf + - - - - - -
yolof + - - - - - -
yolox-tiny + - - - - - -

Face recognition

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
facenet-20180408-102900 + there is no data - - - - -
face-recognition-resnet100-arcface-onnx + - - - - - -
Sphereface - + - -* - - -

Human pose estimation

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
human-pose-estimation-3d-0001 + - - - - - -
single-human-pose-estimation-0001 + - - - - - -
higher-hrnet-w32-human-pose-estimation + - - - - - -

Monodepth

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
midasnet + - - - - - -
fcrn-dp-nyu-depth-v2-tf + - - - - - -

Image inpainting

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
gmcnn-places2-tf + - - - - - -
hybrid-cs-model-mri + - - - - - -

Style transfer

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
fast-neural-style-mosaic-onnx + - - - - - -

Action recognition

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
i3d-rgb-tf + - - - - - -
common-sign-language-0001 + - - - - - -

Colorization

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
colorization-siggraph + - - - - - -
colorization-v2 + - - - - - -

Sound classification

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
aclnet + - - - - - -
aclnet-int8 + - - - - - -

Speech recognition

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
mozilla-deepspeech-0.6.1 + - - - - - -
mozilla-deepspeech-0.8.2 + - - - - - -
quartznet-15x5-en + - - - - - -
wav2vec2-base + - - - - - -

Image translation

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
cocosnet + - - - - - -

Optical Character Recognition

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.2) Availability in the html table (2023.0)
license-plate-recognition-barrier-0007 + - - - - -

Place recognition

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
netvlad-tf + - - - - - -

Debluring models

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
deblurgan-v2 - - - - - - -

JPEG artifacts removal models

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
fbcnn + - - - - - -

Salient object detection

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
f3net + - - - - - -

Text prediction models

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
gpt-2 + - - - - - -

Text recognition models

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
text-recognition-resnet-fc + - - - - - -
vitstr-small-patch16-224 + - - - - - -

Text to speech models

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
forward-tacotron + - - - - - -
wavernn + - - - - - -

Named entity recognition

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
bert-base-ner + - - - - - -

Face Localization

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
retinaface-resnet50-pytorch + - - - - - -

Vehicle reidentification

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
vehicle-reid-0001 + - - - - - -

Background Matting

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
background-matting-mobilenetv2 + - - - - - -
modnet-photographic-portrait-matting + - - - - - -
modnet-webcam-portrait-matting + - - - - - -
robust-video-matting-mobilenetv3 + - - - - - -

Intel models

Object detection

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
faster-rcnn-resnet101-coco-sparse-60-0001 + - - - - - -
face-detection-0100 - + - - - - -
face-detection-0102 - + - - - - -
face-detection-0104 - + - - - - -
face-detection-0105 - + - - - - -
face-detection-adas-0001 + + + + + + +
face-detection-adas-binary-0001 - + - - - - -
face-detection-retail-0004 + + + + + + +
face-detection-retail-0005 + + + + + + +
face-detection-0200 + - - - - - -
face-detection-0202 + - - - - - -
face-detection-0204 + - - - - - -
face-detection-0205 + - - - - - -
face-detection-0206 + - - - - - -
person-detection-retail-0002 + + - + + + +
person-detection-retail-0013 + + + + + + +
person-detection-action-recognition-0005 + + - + + - +
person-detection-action-recognition-0006 + + - + + + +
person-detection-action-recognition-teacher-0002 + + - + + + +
person-detection-raisinghand-recognition-0001 + + - -* + + +
person-detection-0200 + - - - - - -
person-detection-0201 + - - - - - -
person-detection-0202 + - - - - - -
person-detection-0203 + - - - - - -
person-detection-0301 + - - - - - -
person-detection-0302 + - - - - - -
person-detection-0303 + - - - - - -
person-detection-0106 + - - - - - -
pedestrian-detection-adas-0002 + + + + + + +
pedestrian-and-vehicle-detector-adas-0001 + + + + + + +
vehicle-detection-adas-0002 + + + + + + +
vehicle-detection-0200 + - - - - - -
vehicle-detection-0201 + - - - - - -
vehicle-detection-0202 + - - - - - -
person-vehicle-bike-detection-crossroad-0078 + + + + + + +
person-vehicle-bike-detection-crossroad-1016 + + + + + + +
person-vehicle-bike-detection-crossroad-yolov3-1020 + - - - - - -
person-vehicle-bike-detection-2000 + - - - - - -
person-vehicle-bike-detection-2001 + - - - - - -
person-vehicle-bike-detection-2002 + - - - - - -
person-vehicle-bike-detection-2003 + - - - - - -
person-vehicle-bike-detection-2004 + - - - - - -
vehicle-license-plate-detection-barrier-0106 + + + -* - - -
product-detection-0001 + + - + + + +
person-detection-asl-0001 + + - - - - -
yolo-v2-ava-0001 + + - + + + +
yolo-v2-ava-sparse-35-0001 + + - + + + +
yolo-v2-ava-sparse-70-0001 + + - + + + +
yolo-v2-tiny-ava-0001 + + - + + + +
yolo-v2-tiny-ava-sparse-30-0001 + + - + + + +
yolo-v2-tiny-ava-sparse-60-0001 + + - + + + +
yolo-v2-tiny-vehicle-detection-0001 + - - - - - -
smartlab-object-detection-0001 + - - - - - -
smartlab-object-detection-0002 + - - - - - -
smartlab-object-detection-0003 + - - - - - -
smartlab-object-detection-0004 + - - - - - -

Object recognition

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
age-gender-recognition-retail-0013 + + + + + + +
head-pose-estimation-adas-0001 + + + + + + +
facial-landmarks-35-adas-0002 + + + + - - +
license-plate-recognition-barrier-0001 + + - + + - +
vehicle-attributes-recognition-barrier-0039 + there is no data - - - - -
vehicle-attributes-recognition-barrier-0042 + - - - - - -
emotions-recognition-retail-0003 + there is no data (AffectNet) - - - - -
landmarks-regression-retail-0009 + + + + + + +
facial-landmarks-98-detection-0001 + - - - - - -
facial-landmarks-35-adas-0002 + + + + + - +
person-attributes-recognition-crossroad-0230 + + + + + + +
person-attributes-recognition-crossroad-0234 + - - - - - -
person-attributes-recognition-crossroad-0238 + - - - - - -
gaze-estimation-adas-0002 + + - + + + +

Reidentification

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
face-reidentification-retail-0095 + + - + + + +
person-reidentification-retail-0277 + + - - - - -
person-reidentification-retail-0286 + + - - - - -
person-reidentification-retail-0287 + + - - - - -
person-reidentification-retail-0288 + + - - - - -

Semantic segmentation

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
road-segmentation-adas-0001 + + + + + + +
semantic-segmentation-adas-0001 + + + + + + +
unet-camvid-onnx-0001 + + - -* - - -
icnet-camvid-ava-0001 + + - -* - - -
icnet-camvid-ava-sparse-30-0001 + + - -* - - -
icnet-camvid-ava-sparse-60-0001 + + - -* - - -

Instance segmentation

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
instance-segmentation-security-0002 + - - - - - -
instance-segmentation-security-0010 - + - - - - -
instance-segmentation-security-0050 - + - - - - -
instance-segmentation-security-0083 - + - - - - -
instance-segmentation-security-0091 + - - - - - -
instance-segmentation-security-0228 + - - - - - -
instance-segmentation-security-1025 - + - - - - -
instance-segmentation-security-1039 + - - - - - -
instance-segmentation-security-1040 + - - - - - -
instance-segmentation-person-0007 + - - - - - -

Human pose estimation

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
human-pose-estimation-0001 + + - + + + +
human-pose-estimation-0005 + - - - - - -
human-pose-estimation-0006 + - - - - - -
human-pose-estimation-0007 + - - - - - -

Image processing

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
single-image-super-resolution-1032 + + - + + + +
single-image-super-resolution-1033 + + - + + + +
text-image-super-resolution-0001 + there is no data - - - - -

Text detection

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
text-detection-0003 + there is no data (ICDAR) - - - - -
text-detection-0004 + there is no data (ICDAR) - - - - -
horizontal-text-detection-0001 + - - - - - -

Text recognition

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
text-recognition-0012 + there is no data (ICDAR) - - - - -
text-recognition-0014 + - - - - - -
text-recognition-0015 + - - - - - -
text-recognition-0016 + - - - - - -
handwritten-score-recognition-0003 + there is no data - - - - -
handwritten-japanese-recognition-0001 + there is no data (HANDS-nakayosi_t-98-09, HANDS-kondate-14-09-01) - - - - -
handwritten-simplified-chinese-recognition-0001 + - - - - - -
handwritten-english-recognition-0001 + - - - - - -
formula-recognition-medium-scan-0001 + - - - - - -
formula-recognition-polynomials-handwritten-0001 + - - - - - -

Text spotting

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
text-spotting-0005 + pipeline - - - - -
text-spotting-0005-detector - pipeline - - - - -
text-spotting-0005-recognizer-decoder - - - - - - -
text-spotting-0005-recognizer-encoder - - - - - - -

Action recognition

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
driver-action-recognition-adas-0002-decoder + (driver-action-recognition-adas-0002) + - -* - - -
driver-action-recognition-adas-0002-encoder + (driver-action-recognition-adas-0002) + - -* - - -
action-recognition-0001-decoder + (action-recognition-0001) + - -* - - -
action-recognition-0001-encoder + (action-recognition-0001) + - -* - - -
asl-recognition-0004 + - - - - - -
common-sign-language-0002 + - - - - - -
weld-porosity-detection-0001 + - - - - - -

Image retrieval

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
image-retrieval-0001 + + - -* + - +

Compressed models

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
resnet18-xnor-binary-onnx-0001 + + - -* + - +
resnet50-binary-0001 + - - - - - -

Question answering

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
bert-large-uncased-whole-word-masking-squad-0001 + - - - - - -
bert-large-uncased-whole-word-masking-squad-int8-0001 + - - - - - -
bert-large-uncased-whole-word-masking-squad-emb-0001 + - - - - - -
bert-small-uncased-whole-word-masking-squad-0001 + - - - - - -
bert-small-uncased-whole-word-masking-squad-0002 + - - - - - -
bert-small-uncased-whole-word-masking-squad-int8-0002 + - - - - - -
bert-small-uncased-whole-word-masking-squad-emb-int8-0001 + - - - - - -

Machine translation

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
machine-translation-nar-en-ru-0001 - - - - - - -
machine-translation-nar-ru-en-0001 - - - - - - -
machine-translation-nar-de-en-0002 + - - - - - -
machine-translation-nar-en-de-0002 + - - - - - -

Text to speech

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
text-to-speech-en-multi-0001 + - - - - - -

Speech noise suppression

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
noise-suppression-poconetlike-0001 + - - - - - -
noise-suppression-denseunet-ll-0001 + - - - - - -

Time series forecasting

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
time-series-forecasting-electricity-0001 + - - - - - -

Action sequence modeling

Model Availability in OMZ (2024.05.01) Availability in the validation table Availability in the html table (R3) Availability in the html table (2021.4) Availability in the html table (2022.1) Availability in the html table (2022.2) Availability in the html table (2023.0)
smartlab-sequence-modelling-0001 + - - - - - -
smartlab-sequence-modelling-0002 + - - - - - -
smartlab-action-recognition-0001-encoder-side + - - - - - -
smartlab-action-recognition-0001-encoder-top + - - - - - -
smartlab-action-recognition-0001-decoder + - - - - - -

* "-*" in the column "Availability in the html table..." means that the model was checked but there is no in the performance table.

Models for the further checking

Intel models

  1. asl-recognition-0004
  2. bert-large-uncased-whole-word-masking-squad-0001
  3. bert-large-uncased-whole-word-masking-squad-emb-0001
  4. bert-large-uncased-whole-word-masking-squad-int8-0001
  5. bert-small-uncased-whole-word-masking-squad-0001
  6. bert-small-uncased-whole-word-masking-squad-0002
  7. bert-small-uncased-whole-word-masking-squad-emb-int8-0001
  8. bert-small-uncased-whole-word-masking-squad-int8-0002
  9. common-sign-language-0002
  10. emotions-recognition-retail-0003
  11. face-detection-0200
  12. face-detection-0202
  13. face-detection-0204
  14. face-detection-0205
  15. face-detection-0206
  16. facial-landmarks-98-detection-0001
  17. faster-rcnn-resnet101-coco-sparse-60-0001
  18. formula-recognition-medium-scan-0001
  19. formula-recognition-polynomials-handwritten-0001
  20. handwritten-english-recognition-0001
  21. handwritten-japanese-recognition-0001
  22. handwritten-score-recognition-0003
  23. handwritten-simplified-chinese-recognition-0001
  24. horizontal-text-detection-0001
  25. human-pose-estimation-0005
  26. human-pose-estimation-0006
  27. human-pose-estimation-0007
  28. instance-segmentation-person-0007
  29. instance-segmentation-security-0002
  30. instance-segmentation-security-0091
  31. instance-segmentation-security-0228
  32. instance-segmentation-security-1039
  33. instance-segmentation-security-1040
  34. machine-translation-nar-de-en-0002
  35. machine-translation-nar-en-de-0002
  36. machine-translation-nar-en-ru-0001
  37. machine-translation-nar-ru-en-0001
  38. noise-suppression-denseunet-ll-0001
  39. noise-suppression-poconetlike-0001
  40. person-attributes-recognition-crossroad-0234
  41. person-attributes-recognition-crossroad-0238
  42. person-detection-0106
  43. person-detection-0200
  44. person-detection-0201
  45. person-detection-0202
  46. person-detection-0203
  47. person-detection-0301
  48. person-detection-0302
  49. person-detection-0303
  50. person-vehicle-bike-detection-2000
  51. person-vehicle-bike-detection-2001
  52. person-vehicle-bike-detection-2002
  53. person-vehicle-bike-detection-2003
  54. person-vehicle-bike-detection-2004
  55. person-vehicle-bike-detection-crossroad-yolov3-1020
  56. resnet50-binary-0001
  57. smartlab-action-recognition-0001-decoder
  58. smartlab-action-recognition-0001-encoder-side
  59. smartlab-action-recognition-0001-encoder-top
  60. smartlab-object-detection-0001
  61. smartlab-object-detection-0002
  62. smartlab-object-detection-0003
  63. smartlab-object-detection-0004
  64. smartlab-sequence-modelling-0001
  65. smartlab-sequence-modelling-0002
  66. text-detection-0003
  67. text-detection-0004
  68. text-image-super-resolution-0001
  69. text-recognition-0012
  70. text-recognition-0014
  71. text-recognition-0015
  72. text-recognition-0016
  73. text-spotting-0005
  74. text-spotting-0005-detector
  75. text-spotting-0005-recognizer-decoder
  76. text-spotting-0005-recognizer-encoder
  77. text-to-speech-en-multi-0001
  78. time-series-forecasting-electricity-0001
  79. vehicle-attributes-recognition-barrier-0039
  80. vehicle-attributes-recognition-barrier-0042
  81. vehicle-detection-0200
  82. vehicle-detection-0201
  83. vehicle-detection-0202
  84. weld-porosity-detection-0001
  85. yolo-v2-tiny-vehicle-detection-0001

Public models

  1. aclnet
  2. aclnet-int8
  3. anti-spoof-mn3
  4. background-matting-mobilenetv2
  5. bert-base-ner
  6. brain-tumor-segmentation-0001
  7. brain-tumor-segmentation-0002
  8. cocosnet
  9. colorization-siggraph
  10. colorization-v2
  11. common-sign-language-0001
  12. ctdet_coco_dlav0_512
  13. ctpn
  14. deblurgan-v2
  15. detr-resnet50
  16. drn-d-38
  17. efficientdet-d0-tf
  18. efficientdet-d1-tf
  19. efficientnet-v2-b0
  20. efficientnet-v2-s
  21. erfnet
  22. f3net
  23. face-recognition-resnet100-arcface-onnx
  24. faceboxes-pytorch
  25. facenet-20180408-102900
  26. fast-neural-style-mosaic-onnx
  27. fastseg-large
  28. fastseg-small
  29. fbcnn
  30. fcrn-dp-nyu-depth-v2-tf
  31. forward-tacotron
  32. gmcnn-places2-tf
  33. gpt-2
  34. higher-hrnet-w32-human-pose-estimation
  35. hrnet-v2-c1-segmentation
  36. human-pose-estimation-3d-0001
  37. hybrid-cs-model-mri
  38. i3d-rgb-tf
  39. license-plate-recognition-barrier-0007
  40. midasnet
  41. mobilefacedet-v1-mxnet
  42. mobilenet-v3-large-1.0-224-paddle
  43. mobilenet-v3-small-1.0-paddle
  44. mobilenet-yolo-v4-syg
  45. modnet-photographic-portrait-matting
  46. modnet-webcam-portrait-matting
  47. mozilla-deepspeech-0.6.1
  48. mozilla-deepspeech-0.8.2
  49. mtcnn
  50. nanodet-m-1.5x-416
  51. nanodet-plus-m-1.5x-416
  52. netvlad-tf
  53. ocrnet-hrnet-w48-paddle
  54. pspnet-pytorch
  55. quartznet-15x5-en
  56. retinaface-resnet50-pytorch
  57. retinaface-resnet50-pytorch
  58. rfcn-resnet101-coco-tf
  59. robust-video-matting-mobilenetv3
  60. single-human-pose-estimation-0001
  61. ssd-resnet34-1200-onnx
  62. text-recognition-resnet-fc
  63. ultra-lightweight-face-detection-rfb-320
  64. ultra-lightweight-face-detection-slim-320
  65. vehicle-license-plate-detection-barrier-0123
  66. vehicle-reid-0001
  67. vitstr-small-patch16-224
  68. wav2vec2-base
  69. wavernn
  70. yolact-resnet50-fpn-pytorch
  71. yolo-v3-onnx
  72. yolo-v3-tiny-onnx
  73. yolo-v3-tiny-tf
  74. yolo-v4-tf
  75. yolo-v4-tiny-tf
  76. yolof
  77. yolox-tiny