Supported Models

This page contains table of pre-trained models with information about model support on various inference backends and CPU/GPU devices.

Each model has link (under model name) to original documentation with download instructions.

Most models are from OpenVINO™ Open Model Zoo but some models are from other sources (see column Source Repo).

Abbreviations used in the table

Abbreviation	Description
openvino	OpenVINO™ toolkit - as model file format (*.xml + *.bin) and inference backend in Intel® DL Streamer
pytorch	PyTorch* framework - as model file format and inference backend in Intel® DL Streamer
tf	TensorFlow* framework - as model file format and inference backend in Intel® DL Streamer
onnx	ONNX - Open Neural Network Exchange file format
caffe	Caffe* framework - as model file format
dlstreamer	Intel® DL Streamer

Models Table

#	Category	Model Name	Source Repo	Available Format(s)	GFLOPs	Intel® DL Streamer support	Open VINO™ support	Py Torch* support	Tensor Flow* support	labels-file	model-proc	OpenVINO™ Open Model Zoo demo app
1	Action Recognition	action-recognition-0001	openvino	openvino	0.611	gst_openvino	CPU, GPU			kinetics_400.txt		action_recognition_demo
2	Action Recognition	driver-action-recognition-adas-0002	openvino	openvino	0.676	gst_openvino	CPU, GPU			driver_actions.txt		action_recognition_demo
3	Action Recognition	weld-porosity-detection-0001	openvino	openvino	3.636	openvino	CPU, GPU				model-proc	action_recognition_demo
4	Classification	alexnet	public	caffe, openvino	1.5	openvino	CPU, GPU			imagenet_2012.txt	model-proc	classification_demo
5	Classification	anti-spoof-mn3	public	onnx, openvino	0.15	openvino	CPU, GPU				model-proc	interactive_face_detection_demo
6	Classification	densenet-121	public	caffe, openvino	5.724	openvino	CPU, GPU			imagenet_2012.txt	model-proc	classification_demo
7	Classification	densenet-121-tf	public	tf, openvino	5.723	openvino	CPU, GPU		CPU	imagenet_2012.txt	model-proc	classification_demo
8	Classification	dla-34	public	pytorch, openvino	6.1368	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
9	Classification	efficientnet-b0	public	tf, openvino	0.819	openvino	CPU, GPU		CPU	imagenet_2012.txt	model-proc	classification_demo
10	Classification	efficientnet-b0-pytorch	public	pytorch, openvino	0.819	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
11	Classification	efficientnet-b0_INT8	dlstreamer	openvino		openvino	?				model-proc
12	Classification	emotion-ferplus-8	public	onnx		openvino	?				model-proc
13	Classification	googlenet-v1	public	caffe, openvino	3.266	openvino	CPU, GPU			imagenet_2012.txt	model-proc	classification_demo
14	Classification	googlenet-v1-tf	public	tf, openvino	3.016	openvino	CPU, GPU		CPU	imagenet_2012.txt	model-proc	classification_demo
15	Classification	googlenet-v2	public	caffe, openvino	4.058	openvino	CPU, GPU			imagenet_2015.txt	model-proc	classification_demo
16	Classification	googlenet-v2-tf	public	tf, openvino	4.058	openvino	CPU, GPU		CPU	imagenet_2012_bkgr.txt	model-proc	classification_demo
17	Classification	googlenet-v3	public	tf, openvino	11.469	openvino	CPU, GPU		CPU	imagenet_2012_bkgr.txt	model-proc	classification_demo
18	Classification	googlenet-v3-pytorch	public	pytorch, openvino	11.469	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
19	Classification	googlenet-v4-tf	public	tf, openvino	24.584	openvino	CPU, GPU		CPU	imagenet_2012_bkgr.txt	model-proc	classification_demo
20	Classification	hbonet-0.25	public	pytorch, openvino	0.037	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
21	Classification	hbonet-1.0	public	pytorch, openvino	0.305	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
22	Classification	inception-resnet-v2-tf	public	tf, openvino	22.227	openvino	CPU, GPU		CPU	imagenet_2012_bkgr.txt	model-proc	classification_demo
23	Classification	mixnet-l	public	tf, openvino	0.565	openvino	CPU, GPU		CPU	imagenet_2012.txt	model-proc	classification_demo
24	Classification	mobilenet-v1-0.25-128	public	tf, openvino	0.028	openvino	CPU, GPU		CPU	imagenet_2012_bkgr.txt	model-proc	classification_demo
25	Classification	mobilenet-v1-1.0-224	public	caffe, openvino	1.148	openvino	CPU, GPU			imagenet_2012.txt	model-proc	classification_demo
26	Classification	mobilenet-v1-1.0-224-tf	public	tf, openvino	1.148	openvino	CPU, GPU		CPU	imagenet_2012_bkgr.txt	model-proc	classification_demo
27	Classification	mobilenet-v2	public	caffe, openvino	0.876	openvino	CPU, GPU			imagenet_2012.txt	model-proc	classification_demo
28	Classification	mobilenet-v2-1.0-224	public	tf, openvino	0.615	openvino	CPU, GPU		CPU	imagenet_2012_bkgr.txt	model-proc	classification_demo
29	Classification	mobilenet-v2-1.4-224	public	tf, openvino	1.183	openvino	CPU, GPU		CPU	imagenet_2012_bkgr.txt	model-proc	classification_demo
30	Classification	mobilenet-v2-pytorch	public	pytorch, openvino	0.615	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
31	Classification	mobilenet-v3-large-1.0-224-tf	public	tf, openvino	0.4450	openvino	CPU, GPU		CPU	imagenet_2012.txt	model-proc	classification_demo
32	Classification	mobilenet-v3-small-1.0-224-tf	public	tf, openvino	0.1168	openvino	CPU, GPU		CPU	imagenet_2012.txt	model-proc	classification_demo
33	Classification	mobilenetv2-7	public	onnx		openvino	?				model-proc
34	Classification	nfnet-f0	public	pytorch, openvino	24.8053	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
35	Classification	octave-resnet-26-0.25	public	mxnet, openvino	3.768	openvino	CPU, GPU			imagenet_2012.txt	model-proc	classification_demo
36	Classification	open-closed-eye-0001	public	onnx, openvino	0.0014	openvino	CPU, GPU				model-proc	gaze_estimation_demo
37	Classification	regnetx-3.2gf	public	pytorch, openvino	6.3893	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
38	Classification	repvgg-a0	public	pytorch, openvino	2.7286	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
39	Classification	repvgg-b1	public	pytorch, openvino	23.6472	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
40	Classification	repvgg-b3	public	pytorch, openvino	52.4407	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
41	Classification	resnest-50-pytorch	public	pytorch, openvino	10.8148	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
42	Classification	resnet-18-pytorch	public	pytorch, openvino	3.637	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
43	Classification	resnet-34-pytorch	public	pytorch, openvino	7.3409	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
44	Classification	resnet-50-pytorch	public	pytorch, openvino	8.216	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
45	Classification	resnet-50-tf	public	tf, openvino	8.2164	openvino	CPU, GPU		CPU	imagenet_2012_bkgr.txt	model-proc	classification_demo
46	Classification	resnet-50-tf_INT8	dlstreamer	openvino		openvino	?				model-proc
47	Classification	resnet18-xnor-binary-onnx-0001	openvino	openvino		openvino	CPU, GPU				model-proc	classification_demo
48	Classification	resnet50-binary-0001	openvino	openvino	1.002	openvino	CPU, GPU				model-proc	classification_demo
49	Classification	rexnet-v1-x1.0	public	pytorch, openvino	0.8325	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
50	Classification	se-inception	public	caffe, openvino	4.091	openvino	CPU, GPU			imagenet_2015.txt	model-proc	classification_demo
51	Classification	se-resnet-50	public	caffe, openvino	7.775	openvino	CPU, GPU			imagenet_2015.txt	model-proc	classification_demo
52	Classification	se-resnext-50	public	caffe, openvino	8.533	openvino	CPU, GPU			imagenet_2015.txt	model-proc	classification_demo
53	Classification	shufflenet-v2-x0.5	public	caffe, openvino	0.08465	openvino	CPU, GPU			imagenet_2012.txt	model-proc	classification_demo
54	Classification	shufflenet-v2-x1.0	public	pytorch, openvino	0.2957	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
55	Classification	squeezenet1.0	public	caffe, openvino	1.737	openvino	CPU, GPU			imagenet_2012.txt	model-proc	classification_demo
56	Classification	squeezenet1.1	public	caffe, openvino	0.785	openvino	CPU, GPU			imagenet_2012.txt	model-proc	classification_demo
57	Classification	swin-tiny-patch4-window7-224	public	pytorch, openvino	9.0280	openvino	CPU, GPU	CPU		imagenet_2012.txt	model-proc	classification_demo
58	Classification	vgg16	public	caffe, openvino	30.974	openvino	CPU, GPU			imagenet_2012.txt	model-proc	classification_demo
59	Classification	vgg19	public	caffe, openvino	39.3	openvino	CPU, GPU			imagenet_2012.txt	model-proc	classification_demo
60	Detection	efficientdet-d0-tf	public	tf, openvino	2.54	openvino	CPU, GPU		CPU	coco_91cl.txt		object_detection_demo
61	Detection	efficientdet-d1-tf	public	tf, openvino	6.1	openvino	CPU, GPU		CPU	coco_91cl.txt		object_detection_demo
62	Detection	face-detection-0200	openvino	openvino	0.785	openvino	CPU, GPU				model-proc	object_detection_demo
63	Detection	face-detection-0202	openvino	openvino	1.767	openvino	CPU, GPU				model-proc	object_detection_demo
64	Detection	face-detection-0204	openvino	openvino	2.405	openvino	CPU, GPU				model-proc	object_detection_demo
65	Detection	face-detection-0205	openvino	openvino	2.853	openvino	CPU, GPU				model-proc	object_detection_demo
66	Detection	face-detection-0206	openvino	openvino	339.597	openvino	CPU, GPU				model-proc	object_detection_demo
67	Detection	face-detection-adas-0001	openvino	openvino	2.835	openvino	CPU, GPU				model-proc	gaze_estimation_demo
68	Detection	face-detection-retail-0004	openvino	openvino	1.067	openvino	CPU, GPU				model-proc	gaze_estimation_demo
69	Detection	face-detection-retail-0005	openvino	openvino	0.982	openvino	CPU, GPU				model-proc	gaze_estimation_demo
70	Detection	face-detection-retail-0044	public	caffe, openvino	1.067	openvino	CPU, GPU				model-proc	gaze_estimation_demo
71	Detection	faster_rcnn_inception_resnet_v2_atrous_coco	public	tf, openvino	30.687	openvino	CPU, GPU		CPU	coco_91cl_bkgr.txt	model-proc	object_detection_demo
72	Detection	faster_rcnn_resnet50_coco	public	tf, openvino	57.203	openvino	CPU, GPU		CPU	coco_91cl_bkgr.txt	model-proc	object_detection_demo
73	Detection	horizontal-text-detection-0001	openvino	openvino	7.718	openvino	CPU, GPU				model-proc	text_detection_demo
74	Detection	horizontal-text-detection-0002	dlstreamer	openvino		openvino	?				model-proc
75	Detection	mobilenet-ssd	public	caffe, openvino	2.316	openvino	CPU, GPU			voc_20cl_bkgr.txt		single_human_pose_estimation_demo
76	Detection	mobilenet-yolo-v4-syg	public	tf, openvino	65.984	openvino	CPU, GPU		CPU		model-proc	object_detection_demo
77	Detection	pedestrian-and-vehicle-detector-adas-0001	openvino	openvino	3.974	openvino	CPU, GPU				model-proc	single_human_pose_estimation_demo
78	Detection	pedestrian-detection-adas-0002	openvino	openvino	2.836	openvino	CPU, GPU				model-proc	single_human_pose_estimation_demo
79	Detection	pelee-coco	public	caffe, openvino	1	openvino	CPU, GPU			coco_80cl_bkgr.txt		object_detection_demo
80	Detection	person-detection-0200	openvino	openvino	0.786	openvino	CPU, GPU				model-proc	object_detection_demo
81	Detection	person-detection-0201	openvino	openvino	1.768	openvino	CPU, GPU				model-proc	object_detection_demo
82	Detection	person-detection-0202	openvino	openvino	3.143	openvino	CPU, GPU				model-proc	object_detection_demo
83	Detection	person-detection-0203	openvino	openvino	6.519	openvino	CPU, GPU				model-proc	object_detection_demo
84	Detection	person-detection-asl-0001	openvino	openvino	0.986	openvino	CPU, GPU				model-proc	gesture_recognition_demo
85	Detection	person-detection-retail-0013	openvino	openvino	2.300	openvino	CPU, GPU				model-proc	single_human_pose_estimation_demo
86	Detection	person-vehicle-bike-detection-2000	openvino	openvino	0.787	openvino	CPU, GPU				model-proc	object_detection_demo
87	Detection	person-vehicle-bike-detection-2001	openvino	openvino	1.770	openvino	CPU, GPU				model-proc	object_detection_demo
88	Detection	person-vehicle-bike-detection-2002	openvino	openvino	3.163	openvino	CPU, GPU				model-proc	object_detection_demo
89	Detection	person-vehicle-bike-detection-2003	openvino	openvino	6.550	openvino	CPU, GPU				model-proc	object_detection_demo
90	Detection	person-vehicle-bike-detection-2004	openvino	openvino	1.811	openvino	CPU, GPU				model-proc	object_detection_demo
91	Detection	person-vehicle-bike-detection-crossroad-0078	openvino	openvino	3.964	openvino	CPU, GPU				model-proc	single_human_pose_estimation_demo
92	Detection	person-vehicle-bike-detection-crossroad-1016	openvino	openvino	3.560	openvino	CPU, GPU				model-proc	single_human_pose_estimation_demo
93	Detection	person-vehicle-bike-detection-crossroad-yolov3-1020	openvino	openvino	65.984	openvino	CPU, GPU				model-proc	single_human_pose_estimation_demo
94	Detection	product-detection-0001	openvino	openvino	3.598	openvino	CPU, GPU				model-proc	object_detection_demo
95	Detection	retinanet-tf	public	tf, openvino	238.9469	openvino	CPU, GPU		CPU	coco_80cl.txt		object_detection_demo
96	Detection	rfcn-resnet101-coco-tf	public	tf, openvino	53.462	openvino	CPU, GPU		CPU	coco_91cl_bkgr.txt	model-proc	object_detection_demo
97	Detection	ssd300	public	caffe, openvino	62.815	openvino	CPU, GPU			voc_20cl_bkgr.txt		single_human_pose_estimation_demo
98	Detection	ssd512	public	caffe, openvino	180.611	openvino	CPU, GPU			voc_20cl_bkgr.txt		single_human_pose_estimation_demo
99	Detection	ssd_mobilenet_v1_coco	public	tf, openvino	2.494	openvino	CPU, GPU		CPU	coco_91cl_bkgr.txt		single_human_pose_estimation_demo
100	Detection	ssd_mobilenet_v1_coco_INT8	dlstreamer	openvino		openvino	?				model-proc
101	Detection	ssd_mobilenet_v1_fpn_coco	public	tf, openvino	123.309	openvino	CPU, GPU		CPU	coco_91cl_bkgr.txt		single_human_pose_estimation_demo
102	Detection	ssdlite_mobilenet_v2	public	tf, openvino	1.525	openvino	CPU, GPU		CPU	coco_91cl_bkgr.txt		single_human_pose_estimation_demo
103	Detection	ssdlite_mobilenet_v2_INT8	dlstreamer	openvino		openvino	?				model-proc
104	Detection	text-detection-0003	openvino	openvino	51.256	openvino	CPU, GPU				model-proc	text_detection_demo
105	Detection	torchvision.models.detection. ssdlite320_mobilenet_v3_large	torchvision	pytorch	0.583	gva, gst_openvino, gst_pytorch, ffmpeg_openvino	?	CPU		coco_80cl.txt
106	Detection	vehicle-detection-0200	openvino	openvino	0.786	openvino	CPU, GPU				model-proc	object_detection_demo
107	Detection	vehicle-detection-0201	openvino	openvino	1.768	openvino	CPU, GPU				model-proc	object_detection_demo
108	Detection	vehicle-detection-0202	openvino	openvino	3.143	openvino	CPU, GPU				model-proc	object_detection_demo
109	Detection	vehicle-detection-adas-0002	openvino	openvino	2.798	openvino	CPU, GPU				model-proc	object_detection_demo
110	Detection	vehicle-license-plate-detection-barrier-0106	openvino	openvino	0.349	openvino	CPU, GPU				model-proc	security_barrier_camera_demo
111	Detection	vehicle-license-plate-detection-barrier-0123	public	tf, openvino	0.271	openvino	CPU, GPU		CPU		model-proc	security_barrier_camera_demo
112	Detection	yolo-v3-tf	public	tf, openvino	65.984	openvino	CPU, GPU		CPU	coco_80cl.txt	model-proc	object_detection_demo
113	Detection	yolo-v3-tiny-tf	public	tf, openvino	5.582	openvino	CPU, GPU		CPU	coco_80cl.txt	model-proc	object_detection_demo
114	Detection	yolo-v4-tf	public	tf, openvino	129.5567	openvino	CPU, GPU		CPU	coco_80cl.txt	model-proc	object_detection_demo
115	Detection	yolo-v4-tf_INT8	dlstreamer	openvino		openvino	?				model-proc
116	Detection	yolo-v4-tiny-tf	public	tf, openvino	6.9289	openvino	CPU, GPU		CPU	coco_80cl.txt	model-proc	object_detection_demo
117	Detection	yolov5m	public	pytorch		openvino	?	CPU		coco_80cl.txt	model-proc
118	Detection	yolov5s	public	pytorch		openvino	?	CPU		coco_80cl.txt	model-proc
119	Detection	yolov5s-416	dlstreamer	openvino		openvino	?			coco_80cl.txt	model-proc
120	Detection	yolov5s-416_INT8	dlstreamer	openvino		openvino	?			coco_80cl.txt	model-proc
121	Head Pose Estimation	head-pose-estimation-adas-0001	openvino	openvino	0.105	gst_openvino_cpp	CPU, GPU					gaze_estimation_demo
122	Human Pose Estimation	human-pose-estimation-0001	openvino	openvino	15.435	openvino	CPU, GPU				model-proc	multi_channel_human_pose_estimation_demo
123	Human Pose Estimation	single-human-pose-estimation-0001	public	pytorch, openvino	60.125	openvino	CPU, GPU	CPU			model-proc	single_human_pose_estimation_demo
124	Instance Segmentation	instance-segmentation-person-0007	openvino	openvino	4.8492	gst_openvino	CPU					background_subtraction_demo
125	Instance Segmentation	instance-segmentation-security-0002	openvino	openvino	423.0842	gst_openvino	CPU			coco_80cl.txt		background_subtraction_demo
126	Instance Segmentation	instance-segmentation-security-0091	openvino	openvino	828.6324	gst_openvino	CPU			coco_80cl.txt		background_subtraction_demo
127	Instance Segmentation	instance-segmentation-security-0228	openvino	openvino	147.2352	gst_openvino	CPU			coco_80cl.txt		background_subtraction_demo
128	Instance Segmentation	instance-segmentation-security-1039	openvino	openvino	13.9672	gst_openvino	CPU			coco_80cl.txt		background_subtraction_demo
129	Instance Segmentation	instance-segmentation-security-1040	openvino	openvino	29.334	gst_openvino	CPU			coco_80cl.txt		background_subtraction_demo
130	Object Attributes	age-gender-recognition-retail-0013	openvino	openvino	0.094	openvino	CPU, GPU				model-proc	interactive_face_detection_demo
131	Object Attributes	emotions-recognition-retail-0003	openvino	openvino	0.126	openvino	CPU, GPU				model-proc	interactive_face_detection_demo
132	Object Attributes	facial-landmarks-35-adas-0002	openvino	openvino	0.042	openvino	CPU, GPU				model-proc	gaze_estimation_demo
133	Object Attributes	facial-landmarks-98-detection-0001	openvino	openvino	0.6	openvino	CPU, GPU				model-proc	gaze_estimation_demo
134	Object Attributes	landmarks-regression-retail-0009	openvino	openvino	0.021	openvino	CPU, GPU				model-proc	face_recognition_demo
135	Object Attributes	person-attributes-recognition-crossroad-0230	openvino	openvino	0.174	openvino	CPU, GPU				model-proc	crossroad_camera_demo
136	Object Attributes	person-attributes-recognition-crossroad-0234	openvino	openvino	2.167	openvino	CPU, GPU				model-proc	crossroad_camera_demo
137	Object Attributes	person-attributes-recognition-crossroad-0238	openvino	openvino	1.034	openvino	CPU, GPU				model-proc	crossroad_camera_demo
138	Object Attributes	vehicle-attributes-recognition-barrier-0039	openvino	openvino	0.126	openvino	CPU, GPU				model-proc	security_barrier_camera_demo
139	Object Attributes	vehicle-attributes-recognition-barrier-0042	openvino	openvino	0.462	openvino	CPU, GPU				model-proc	security_barrier_camera_demo
140	Optical Character Recognition	license-plate-recognition-barrier-0007	public	tf, openvino	0.347	openvino	CPU		CPU		model-proc	security_barrier_camera_demo
141	Optical Character Recognition	text-recognition-0012-mod	dlstreamer	openvino		openvino	?				model-proc
142	Semantic Segmentation	icnet-camvid-ava-0001	openvino	openvino	151.82	openvino	CPU, GPU				model-proc	segmentation_demo
143	Semantic Segmentation	road-segmentation-adas-0001	openvino	openvino	4.770	openvino	CPU, GPU				model-proc	segmentation_demo
144	Semantic Segmentation	semantic-segmentation-adas-0001	openvino	openvino	58.572	openvino	CPU, GPU				model-proc	segmentation_demo
145	Sound Classification	aclnet	public	onnx, openvino	1.42	openvino	CPU, GPU				model-proc	sound_classification_demo

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