Supported Models#

Below is a set of pre-trained models we use from Open Model Zoo <https://github.com/openvinotoolkit/open_model_zoo> that we use for testing. Model Proc is a .json file that describes input and output layers of a model, format and rules for data pre-processing and post-processing.

Object Detection Models (Intel®)#

Model Name

Model Proc

face-detection-0200

face-detection-0200.json (optional)

face-detection-0202

face-detection-0202.json (optional)

face-detection-0204

face-detection-0204.json (optional)

face-detection-0205

face-detection-0205.json (optional)

face-detection-0206

face-detection-0206.json (optional)

face-detection-adas-0001

face-detection-adas-0001.json (optional)

face-detection-retail-0004

face-detection-retail-0004.json (optional)

face-detection-retail-0005

face-detection-retail-0005.json (optional)

faster-rcnn-resnet101-coco-sparse-60-0001

faster-rcnn-resnet101-coco-sparse-60-0001.json

pedestrian-and-vehicle-detector-adas-0001

pedestrian-and-vehicle-detector-adas-0001.json (optional)

pedestrian-detection-adas-0002

pedestrian-detection-adas-0002.json (optional)

person-detection-0200

person-detection-0200.json (optional)

person-detection-0201

person-detection-0201.json (optional)

person-detection-0202

person-detection-0202.json (optional)

person-detection-0203

person-detection-0203.json (optional)

person-detection-asl-0001

person-detection-0203.json (optional)

person-detection-retail-0002

person-detection-retail-0002.json

person-detection-retail-0013

person-detection-retail-0013.json (optional)

person-vehicle-bike-detection-2000

person-vehicle-bike-detection-2000.json (optional)

person-vehicle-bike-detection-2001

person-vehicle-bike-detection-2001.json (optional)

person-vehicle-bike-detection-2002

person-vehicle-bike-detection-2002.json (optional)

person-vehicle-bike-detection-2003

person-vehicle-bike-detection-2003.json (optional)

person-vehicle-bike-detection-2004

person-vehicle-bike-detection-2004.json (optional)

person-vehicle-bike-detection-crossroad-0078

person-vehicle-bike-detection-crossroad-0078.json (optional)

person-vehicle-bike-detection-crossroad-1016

person-vehicle-bike-detection-crossroad-1016.json (optional)

person-vehicle-bike-detection-crossroad-yolov3-1020

person-vehicle-bike-detection-crossroad-yolov3-1020.json

product-detection-0001

product-detection-0001.json (optional)

vehicle-detection-0200

vehicle-detection-0200.json (optional)

vehicle-detection-0201

vehicle-detection-0201.json (optional)

vehicle-detection-0202

vehicle-detection-0202.json (optional)

vehicle-detection-adas-0002

vehicle-detection-adas-0002.json (optional)

vehicle-license-plate-detection-barrier-0106

vehicle-license-plate-detection-barrier-0106.json (optional)

yolo-v2-ava-0001

yolo-v2-ava-0001.json

yolo-v2-ava-sparse-35-0001

yolo-v2-ava-sparse-35-0001.json

yolo-v2-ava-sparse-70-0001

yolo-v2-ava-sparse-70-0001.json

yolo-v2-tiny-ava-0001

yolo-v2-tiny-ava-0001.json

yolo-v2-tiny-ava-sparse-30-0001

yolo-v2-tiny-ava-sparse-30-0001.json

yolo-v2-tiny-ava-sparse-60-0001

yolo-v2-tiny-ava-sparse-60-0001.json

yolo-v2-tiny-vehicle-detection-0001

yolo-v2-tiny-vehicle-detection-0001.json

Object Detection Models (Public)#

Model Name

Model Proc

Labels

efficientdet-d0-tf

None

coco-91cl

efficientdet-d1-tf

None

coco-91cl

face-detection-retail-0044

None

face-bkgr

faster_rcnn_inception_resnet_v2_atrous_coco

preproc-image-info.json

coco-91cl-bkgr

faster_rcnn_resnet50_coco

preproc-image-info.json

coco-91cl-bkgr

mobilenet-yolo-v4-syg

mobilenet-yolo-v4-syg.json

None

pelee-coco

None

coco-80cl-bkgr

retinanet-tf

None

coco-80cl

rfcn-resnet101-coco-tf

preproc-image-info.json

coco-91cl-bkgr

ssd300

None

voc-20cl-bkgr

ssd512

None

voc-20cl-bkgr

mobilenet-ssd

None

voc-20cl-bkgr

ssd_mobilenet_v1_coco

None

coco-91cl-bkgr

ssd_mobilenet_v1_fpn_coco

None

coco-91cl-bkgr

ssdlite_mobilenet_v2

None

coco-91cl-bkgr

vehicle-license-plate-detection-barrier-0123

vehicle-license-plate-detection-barrier-0123.json

None

yolo-v1-tiny-tf

yolo-v1-tiny-tf.json

voc-20cl

yolo-v2-tiny-tf

yolo-v2-tiny-tf.json

coco-80cl

yolo-v2-tf

yolo-v2-tf.json

coco-80cl

yolo-v3-tiny-tf

yolo-v3-tiny-tf.json

coco-80cl

yolo-v3-tf

yolo-v3-tf.json

coco-80cl

yolo-v4-tiny-tf

yolo-v4-tiny-tf.json

coco-80cl

yolo-v4-tf

yolo-v4-tf.json

coco-80cl

Object Recognition Models (Intel®)#

Model Name

Model Proc

age-gender-recognition-retail-0013

age-gender-recognition-retail-0013.json

emotions-recognition-retail-0003

emotions-recognition-retail-0003.json

facial-landmarks-35-adas-0002

None

head-pose-estimation-adas-0001

None

landmarks-regression-retail-0009

landmarks-regression-retail-0009.json

license-plate-recognition-barrier-0001

license-plate-recognition-barrier-0001.json

person-attributes-recognition-crossroad-0230

person-attributes-recognition-crossroad-0230.json

person-attributes-recognition-crossroad-0234

person-attributes-recognition-crossroad-0234.json

person-attributes-recognition-crossroad-0238

person-attributes-recognition-crossroad-0238.json

vehicle-attributes-recognition-barrier-0039

vehicle-attributes-recognition-barrier-0039.json

vehicle-attributes-recognition-barrier-0042

vehicle-attributes-recognition-barrier-0042.json

weld-porosity-detection-0001

weld-porosity-detection-0001.json

Classification Models (Intel®)#

Model Name

Model Proc

resnet50-binary-0001

resnet50-binary-0001.json

resnet18-xnor-binary-onnx-0001

resnet18-xnor-binary-onnx-0001.json

Classification Models (Public)#

Model Name

Model Proc

Labels

alexnet

preproc-aspect-ratio.json

imagenet-2012

anti-spoof-mn3

anti-spoof-mn3.json

None

densenet-121

preproc-aspect-ratio.json

imagenet-2012

densenet-121-tf

preproc-aspect-ratio.json

imagenet-2012

dla-34

preproc-aspect-ratio.json

imagenet-2012

efficientnet-b0

preproc-aspect-ratio.json

imagenet-2012

efficientnet-b0-pytorch

preproc-aspect-ratio.json

imagenet-2012

hbonet-1.0

preproc-aspect-ratio.json

imagenet-2012

hbonet-0.25

preproc-aspect-ratio.json

imagenet-2012

googlenet-v1

preproc-aspect-ratio.json

imagenet-2012

googlenet-v1-tf

preproc-aspect-ratio.json

imagenet-2012

googlenet-v2

preproc-aspect-ratio.json

imagenet-2015

googlenet-v2-tf

preproc-aspect-ratio.json

imagenet-2012-bkgr

googlenet-v3

preproc-aspect-ratio.json

imagenet-2012-bkgr

googlenet-v3-pytorch

preproc-aspect-ratio.json

imagenet-2012

googlenet-v4-tf

preproc-aspect-ratio.json

imagenet-2012-bkgr

inception-resnet-v2-tf

preproc-aspect-ratio.json

imagenet-2012-bkgr

mixnet-l

preproc-aspect-ratio.json

imagenet-2012

mobilenet-v1-0.25-128

preproc-aspect-ratio.json

imagenet-2012-bkgr

mobilenet-v1-1.0-224

preproc-aspect-ratio.json

imagenet-2012

mobilenet-v1-1.0-224-tf

preproc-aspect-ratio.json

imagenet-2012-bkgr

mobilenet-v2

preproc-aspect-ratio.json

imagenet-2012

mobilenet-v2-1.0-224

preproc-aspect-ratio.json

imagenet-2012-bkgr

mobilenet-v2-pytorch

preproc-aspect-ratio.json

imagenet-2012

mobilenet-v2-1.4-224

preproc-aspect-ratio.json

imagenet-2012-bkgr

mobilenet-v3-small-1.0-224-tf

preproc-aspect-ratio.json

imagenet-2012

mobilenet-v3-large-1.0-224-tf

preproc-aspect-ratio.json

imagenet-2012

nfnet-f0

preproc-aspect-ratio.json

imagenet-2012

regnetx-3.2gf

preproc-aspect-ratio.json

imagenet-2012

octave-resnet-26-0.25

preproc-aspect-ratio.json

imagenet-2012

open-closed-eye-0001

open-closed-eye-0001.json

None

repvgg-a0

preproc-aspect-ratio.json

imagenet-2012

repvgg-b1

preproc-aspect-ratio.json

imagenet-2012

repvgg-b3

preproc-aspect-ratio.json

imagenet-2012

resnest-50-pytorch

preproc-aspect-ratio.json

imagenet-2012

resnet-18-pytorch

preproc-aspect-ratio.json

imagenet-2012

resnet-34-pytorch

preproc-aspect-ratio.json

imagenet-2012

resnet-50-pytorch

preproc-aspect-ratio.json

imagenet-2012

resnet-50-tf

preproc-aspect-ratio.json

imagenet-2012-bkgr

rexnet-v1-x1.0

preproc-aspect-ratio.json

imagenet-2012

se-inception

preproc-aspect-ratio.json

imagenet-2015

se-resnet-50

preproc-aspect-ratio.json

imagenet-2015

se-resnext-50

preproc-aspect-ratio.json

imagenet-2015

shufflenet-v2-x0.5

preproc-aspect-ratio.json

imagenet-2012

shufflenet-v2-x1.0

preproc-aspect-ratio.json

imagenet-2012

squeezenet1.0

preproc-aspect-ratio.json

imagenet-2012

squeezenet1.1

preproc-aspect-ratio.json

imagenet-2012

swin-tiny-patch4-window7-224

preproc-aspect-ratio.json

imagenet-2012

vgg16

preproc-aspect-ratio.json

imagenet-2012

vgg19

preproc-aspect-ratio.json

imagenet-2012

Human Pose Estimation Models#

Model Name

Model Proc

human-pose-estimation-0001 (intel)

human-pose-estimation-0001.json

single-human-pose-estimation-0001 (public)

single-human-pose-estimation-0001.json

Sound Classification Models (Public)#

Model Name

Model Proc

aclnet

aclnet.json

Object Detection and Recognition Models (ONNX Model Zoo)#

Model Name

Model Proc

YOLOv2

yolov2-coco-9.json

YOLOv2 Tiny

tinyyolov2-8.json

MobileNet

mobilenetv2-7.json

FER+ Emotion Recognition

emotion-ferplus-8.json

Overview of supported models for preview features#

Action Recognition Models (Intel®)#

Model Name

Model Proc

action-recognition-0001

action-recognition-0001.json

driver-action-recognition-adas-0002

driver-action-recognition-adas-0002.json

Support for the models below is only available on the preview/segmentation branch.

Semantic Segmentation Models (Intel®)#

Model Name

Model Proc

road-segmentation-adas-0001

road-segmentation-adas-0001.json

semantic-segmentation-adas-0001

semantic-segmentation-adas-0001.json

icnet-camvid-ava-0001

icnet-camvid-ava-0001.json

Instance Segmentation Models (Intel®)#

Model Name

Model Proc

instance-segmentation-security-0083

instance-segmentation-security-0083.json

instance-segmentation-security-1025

instance-segmentation-security-1025.json

Text Detection Models (Intel®)#

Model Name

Model Proc

text-detection-0003

text-detection-0003.json

horizontal-text-detection-0001

horizontal-text-detection-0001.json