Supported Models

This page contains the table of models supported by Intel® DL Streamer. Each model has a link (under the model name) to the original documentation with download instructions.

Most models are from OpenVINO™ Open Model Zoo but some of them come from other sources.

Models Table

#	Category	Model Name	GFLOPs	labels-file	model-proc	Demo app
1	Lvm	clip-vit-base-patch32			not required
2	Lvm	clip-vit-base-patch16			not required
3	Lvm	clip-vit-large-patch14			not required
4	Detection	YOLOv5		coco_80cl.txt	model-proc
5	Detection	YOLOv7		coco_80cl.txt	model-proc
6	Detection	YOLOv8			not required
7	Detection	YOLOv8-OBB			not required
8	Instance Segmentation	YOLOv8-SEG			not required
9	Detection	YOLOv9			not required
10	Detection	YOLOv10			not required
11	Detection	YOLO11			not required
12	Detection	YOLOX		coco_80cl.txt	model-proc
13	Detection	CenterFace			not required
14	Emotion Recognition	HSEmotion			not required
15	Instance Segmentation	mask_rcnn_inception_resnet_v2_atrous_coco			model-proc	mask_rcnn_demo
16	Instance Segmentation	mask_rcnn_resnet50_atrous_coco			model-proc	mask_rcnn_demo
17	Classification	efficientnet-v2-b0		imagenet_2012.txt	model-proc	classification_demo
18	Classification	efficientnet-v2-s		imagenet_2012.txt	model-proc	classification_demo
19	Detection	GETI_Detection			not required
20	Detection	GETI_Detection_Oriented			not required
21	Segmentation	GETI_Instance_Segmentation			not required
22	Classification	GETI_Classification_Single_Label			not required
23	Classification	GETI_Classification_Multi_Label			not required
24	Sound Classification	aclnet	1.42		model-proc	sound_classification_demo
25	Action Recognition	action-recognition-0001		kinetics_400.txt		action_recognition_demo
26	Object Attributes	age-gender-recognition-retail-0013			model-proc	interactive_face_detection_demo
27	Classification	anti-spoof-mn3			model-proc	interactive_face_detection_demo
28	Classification	densenet-121-tf		imagenet_2012.txt	model-proc	classification_demo
29	Classification	dla-34	6.1368	imagenet_2012.txt	model-proc	classification_demo
30	Action Recognition	driver-action-recognition-adas-0002		driver_actions.txt		action_recognition_demo
31	Detection	efficientdet-d0-tf	2.54	coco_91cl.txt		object_detection_demo
32	Detection	efficientdet-d1-tf	6.1	coco_91cl.txt		object_detection_demo
33	Classification	efficientnet-b0	0.819	imagenet_2012.txt	model-proc	classification_demo
34	Classification	efficientnet-b0-pytorch	0.819	imagenet_2012.txt	model-proc	classification_demo
35	Object Attributes	emotions-recognition-retail-0003			model-proc	interactive_face_detection_demo
36	Detection	face-detection-0200			model-proc	object_detection_demo
37	Detection	face-detection-0202			model-proc	object_detection_demo
38	Detection	face-detection-0204			model-proc	object_detection_demo
39	Detection	face-detection-0205			model-proc	object_detection_demo
40	Detection	face-detection-0206			model-proc	object_detection_demo
41	Detection	face-detection-adas-0001			model-proc	object_detection_demo
42	Detection	face-detection-retail-0004			model-proc	object_detection_demo
43	Detection	face-detection-retail-0005			model-proc	object_detection_demo
44	Object Attributes	facial-landmarks-35-adas-0002			model-proc	gaze_estimation_demo
45	Object Attributes	facial-landmarks-98-detection-0001			model-proc	gaze_estimation_demo
46	Detection	faster_rcnn_inception_resnet_v2_atrous_coco		coco_91cl_bkgr.txt	model-proc	object_detection_demo
47	Detection	faster_rcnn_resnet50_coco		coco_91cl_bkgr.txt	model-proc	object_detection_demo
48	Classification	googlenet-v1-tf	3.016	imagenet_2012.txt	model-proc	classification_demo
49	Classification	googlenet-v2-tf	4.058	imagenet_2012_bkgr.txt	model-proc	classification_demo
50	Classification	googlenet-v3	11.469	imagenet_2012_bkgr.txt	model-proc	classification_demo
51	Classification	googlenet-v3-pytorch	11.469	imagenet_2012.txt	model-proc	classification_demo
52	Classification	googlenet-v4-tf	24.584	imagenet_2012_bkgr.txt	model-proc	classification_demo
53	Classification	hbonet-0.25	0.037	imagenet_2012.txt	model-proc	classification_demo
54	Classification	hbonet-1.0	0.305	imagenet_2012.txt	model-proc	classification_demo
55	Head Pose Estimation	head-pose-estimation-adas-0001				gaze_estimation_demo
56	Detection	horizontal-text-detection-0001			model-proc	text_detection_demo
57	Human Pose Estimation	human-pose-estimation-0001			model-proc	multi_channel_human_pose_estimation_demo
58	Classification	inception-resnet-v2-tf		imagenet_2012_bkgr.txt	model-proc	classification_demo
59	Instance Segmentation	instance-segmentation-person-0007				background_subtraction_demo
60	Instance Segmentation	instance-segmentation-security-0002		coco_80cl.txt		background_subtraction_demo
61	Instance Segmentation	instance-segmentation-security-0091		coco_80cl.txt		background_subtraction_demo
62	Instance Segmentation	instance-segmentation-security-0228		coco_80cl.txt		background_subtraction_demo
63	Instance Segmentation	instance-segmentation-security-1039		coco_80cl.txt		background_subtraction_demo
64	Instance Segmentation	instance-segmentation-security-1040		coco_80cl.txt		background_subtraction_demo
65	Object Attributes	landmarks-regression-retail-0009			model-proc	face_recognition_demo
66	Optical Character Recognition	license-plate-recognition-barrier-0007			model-proc	security_barrier_camera_demo
67	Classification	mixnet-l	0.565	imagenet_2012.txt	model-proc	classification_demo
68	Classification	mobilenet-v1-0.25-128		imagenet_2012_bkgr.txt	model-proc	classification_demo
69	Classification	mobilenet-v1-1.0-224-tf		imagenet_2012_bkgr.txt	model-proc	classification_demo
70	Classification	mobilenet-v2-1.0-224		imagenet_2012_bkgr.txt	model-proc	classification_demo
71	Classification	mobilenet-v2-1.4-224		imagenet_2012_bkgr.txt	model-proc	classification_demo
72	Classification	mobilenet-v2-pytorch	0.615	imagenet_2012.txt	model-proc	classification_demo
73	Classification	mobilenet-v3-large-1.0-224-tf		imagenet_2012.txt	model-proc	classification_demo
74	Classification	mobilenet-v3-small-1.0-224-tf		imagenet_2012.txt	model-proc	classification_demo
75	Detection	mobilenet-yolo-v4-syg	65.984		model-proc	object_detection_demo
76	Classification	nfnet-f0	24.8053	imagenet_2012.txt	model-proc	classification_demo
77	Classification	open-closed-eye-0001			model-proc	gaze_estimation_demo
78	Detection	pedestrian-and-vehicle-detector-adas-0001			model-proc	object_detection_demo
79	Detection	pedestrian-detection-adas-0002			model-proc	object_detection_demo
80	Object Attributes	person-attributes-recognition-crossroad-0230			model-proc	crossroad_camera_demo
81	Object Attributes	person-attributes-recognition-crossroad-0234			model-proc	crossroad_camera_demo
82	Object Attributes	person-attributes-recognition-crossroad-0238			model-proc	crossroad_camera_demo
83	Detection	person-detection-0200			model-proc	object_detection_demo
84	Detection	person-detection-0201			model-proc	object_detection_demo
85	Detection	person-detection-0202			model-proc	object_detection_demo
86	Detection	person-detection-0203			model-proc	object_detection_demo
87	Detection	person-detection-asl-0001			model-proc	object_detection_demo
88	Detection	person-detection-retail-0013			model-proc	object_detection_demo
89	Detection	person-vehicle-bike-detection-2000			model-proc	object_detection_demo
90	Detection	person-vehicle-bike-detection-2001			model-proc	object_detection_demo
91	Detection	person-vehicle-bike-detection-2002			model-proc	object_detection_demo
92	Detection	person-vehicle-bike-detection-2003			model-proc	object_detection_demo
93	Detection	person-vehicle-bike-detection-2004			model-proc	object_detection_demo
94	Detection	person-vehicle-bike-detection-crossroad-0078			model-proc	object_detection_demo
95	Detection	person-vehicle-bike-detection-crossroad-1016			model-proc	object_detection_demo
96	Detection	person-vehicle-bike-detection-crossroad-yolov3-1020			model-proc	object_detection_demo
97	Detection	product-detection-0001			model-proc	object_detection_demo
98	Classification	regnetx-3.2gf	6.3893	imagenet_2012.txt	model-proc	classification_demo
99	Classification	repvgg-a0	2.7286	imagenet_2012.txt	model-proc	classification_demo
100	Classification	repvgg-b1	23.6472	imagenet_2012.txt	model-proc	classification_demo
101	Classification	repvgg-b3	52.4407	imagenet_2012.txt	model-proc	classification_demo
102	Classification	resnest-50-pytorch	10.8148	imagenet_2012.txt	model-proc	classification_demo
103	Classification	resnet-18-pytorch	3.637	imagenet_2012.txt	model-proc	classification_demo
104	Classification	resnet-34-pytorch	7.3409	imagenet_2012.txt	model-proc	classification_demo
105	Classification	resnet-50-pytorch	8.216	imagenet_2012.txt	model-proc	classification_demo
106	Classification	resnet-50-tf	8.2164	imagenet_2012_bkgr.txt	model-proc	classification_demo
107	Classification	resnet18-xnor-binary-onnx-0001			model-proc	classification_demo
108	Classification	resnet50-binary-0001			model-proc	classification_demo
109	Detection	retinanet-tf		coco_80cl.txt		object_detection_demo
110	Classification	rexnet-v1-x1.0	0.8325	imagenet_2012.txt	model-proc	classification_demo
111	Detection	rfcn-resnet101-coco-tf		coco_91cl_bkgr.txt	model-proc	object_detection_demo
112	Classification	shufflenet-v2-x1.0	0.2957	imagenet_2012.txt	model-proc	classification_demo
113	Human Pose Estimation	single-human-pose-estimation-0001			model-proc	single_human_pose_estimation_demo
114	Detection	ssd_mobilenet_v1_coco	2.494	coco_91cl_bkgr.txt		object_detection_demo
115	Detection	ssd_mobilenet_v1_fpn_coco	123.309	coco_91cl_bkgr.txt		object_detection_demo
116	Detection	ssdlite_mobilenet_v2	1.525	coco_91cl_bkgr.txt		object_detection_demo
117	Classification	swin-tiny-patch4-window7-224		imagenet_2012.txt	model-proc	classification_demo
118	Object Attributes	vehicle-attributes-recognition-barrier-0039			model-proc	security_barrier_camera_demo
119	Object Attributes	vehicle-attributes-recognition-barrier-0042			model-proc	security_barrier_camera_demo
120	Detection	vehicle-detection-0200			model-proc	object_detection_demo
121	Detection	vehicle-detection-0201			model-proc	object_detection_demo
122	Detection	vehicle-detection-0202			model-proc	object_detection_demo
123	Detection	vehicle-detection-adas-0002			model-proc	object_detection_demo
124	Detection	vehicle-license-plate-detection-barrier-0106			model-proc	security_barrier_camera_demo
125	Detection	vehicle-license-plate-detection-barrier-0123			model-proc	security_barrier_camera_demo
126	Action Recognition	weld-porosity-detection-0001			model-proc	action_recognition_demo
127	Detection	yolo-v3-tf	65.984	coco_80cl.txt	model-proc	object_detection_demo
128	Detection	yolo-v3-tiny-tf	5.582	coco_80cl.txt	model-proc	object_detection_demo
129	Detection	yolo-v4-tf	129.5567	coco_80cl.txt	model-proc	object_detection_demo
130	Detection	yolo-v4-tiny-tf	6.9289	coco_80cl.txt	model-proc	object_detection_demo
131	Classification	mobilenetv2-7			model-proc
132	Classification	emotion-ferplus-8			model-proc
133	Detection	torchvision.models.detection. ssdlite320_mobilenet_v3_large	0.583	coco_80cl.txt

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