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