Supported Models

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

yolov8_license_plate_detector

not required

10

Detection

YOLOv9

not required

11

Detection

YOLOv10

not required

12

Detection

YOLO11

not required

13

Detection

YOLOX

coco_80cl.txt

model-proc

14

Ocr

ch_PP-OCRv4_rec_infer

not required

15

Detection

CenterFace

not required

16

Emotion Recognition

HSEmotion

not required

17

Instance Segmentation

mask_rcnn_inception_resnet_v2_atrous_coco

model-proc

mask_rcnn_demo

18

Instance Segmentation

mask_rcnn_resnet50_atrous_coco

model-proc

mask_rcnn_demo

19

Classification

efficientnet-v2-b0

imagenet_2012.txt

model-proc

classification_demo

20

Classification

efficientnet-v2-s

imagenet_2012.txt

model-proc

classification_demo

21

Detection

GETI_Detection

not required

22

Detection

GETI_Detection_Oriented

not required

23

Segmentation

GETI_Instance_Segmentation

not required

24

Classification

GETI_Classification_Single_Label

not required

25

Classification

GETI_Classification_Multi_Label

not required

26

Sound Classification

aclnet

1.42

model-proc

sound_classification_demo

27

Action Recognition

action-recognition-0001

kinetics_400.txt

action_recognition_demo

28

Object Attributes

age-gender-recognition-retail-0013

model-proc

interactive_face_detection_demo

29

Classification

anti-spoof-mn3

model-proc

interactive_face_detection_demo

30

Classification

densenet-121-tf

imagenet_2012.txt

model-proc

classification_demo

31

Classification

dla-34

6.1368

imagenet_2012.txt

model-proc

classification_demo

32

Action Recognition

driver-action-recognition-adas-0002

driver_actions.txt

action_recognition_demo

33

Detection

efficientdet-d0-tf

2.54

coco_91cl.txt

object_detection_demo

34

Detection

efficientdet-d1-tf

6.1

coco_91cl.txt

object_detection_demo

35

Classification

efficientnet-b0

0.819

imagenet_2012.txt

model-proc

classification_demo

36

Classification

efficientnet-b0-pytorch

0.819

imagenet_2012.txt

model-proc

classification_demo

37

Object Attributes

emotions-recognition-retail-0003

model-proc

interactive_face_detection_demo

38

Detection

face-detection-0200

model-proc

object_detection_demo

39

Detection

face-detection-0202

model-proc

object_detection_demo

40

Detection

face-detection-0204

model-proc

object_detection_demo

41

Detection

face-detection-0205

model-proc

object_detection_demo

42

Detection

face-detection-0206

model-proc

object_detection_demo

43

Detection

face-detection-adas-0001

model-proc

object_detection_demo

44

Detection

face-detection-retail-0004

model-proc

object_detection_demo

45

Detection

face-detection-retail-0005

model-proc

object_detection_demo

46

Object Attributes

facial-landmarks-35-adas-0002

model-proc

gaze_estimation_demo

47

Object Attributes

facial-landmarks-98-detection-0001

model-proc

gaze_estimation_demo

48

Detection

faster_rcnn_inception_resnet_v2_atrous_coco

coco_91cl_bkgr.txt

model-proc

object_detection_demo

49

Detection

faster_rcnn_resnet50_coco

coco_91cl_bkgr.txt

model-proc

object_detection_demo

50

Classification

googlenet-v1-tf

3.016

imagenet_2012.txt

model-proc

classification_demo

51

Classification

googlenet-v2-tf

4.058

imagenet_2012_bkgr.txt

model-proc

classification_demo

52

Classification

googlenet-v3

11.469

imagenet_2012_bkgr.txt

model-proc

classification_demo

53

Classification

googlenet-v3-pytorch

11.469

imagenet_2012.txt

model-proc

classification_demo

54

Classification

googlenet-v4-tf

24.584

imagenet_2012_bkgr.txt

model-proc

classification_demo

55

Classification

hbonet-0.25

0.037

imagenet_2012.txt

model-proc

classification_demo

56

Classification

hbonet-1.0

0.305

imagenet_2012.txt

model-proc

classification_demo

57

Head Pose Estimation

head-pose-estimation-adas-0001

gaze_estimation_demo

58

Detection

horizontal-text-detection-0001

model-proc

text_detection_demo

59

Human Pose Estimation

human-pose-estimation-0001

model-proc

multi_channel_human_pose_estimation_demo

60

Classification

inception-resnet-v2-tf

imagenet_2012_bkgr.txt

model-proc

classification_demo

61

Instance Segmentation

instance-segmentation-person-0007

background_subtraction_demo

62

Instance Segmentation

instance-segmentation-security-0002

coco_80cl.txt

background_subtraction_demo

63

Instance Segmentation

instance-segmentation-security-0091

coco_80cl.txt

background_subtraction_demo

64

Instance Segmentation

instance-segmentation-security-0228

coco_80cl.txt

background_subtraction_demo

65

Instance Segmentation

instance-segmentation-security-1039

coco_80cl.txt

background_subtraction_demo

66

Instance Segmentation

instance-segmentation-security-1040

coco_80cl.txt

background_subtraction_demo

67

Object Attributes

landmarks-regression-retail-0009

model-proc

face_recognition_demo

68

Optical Character Recognition

license-plate-recognition-barrier-0007

model-proc

security_barrier_camera_demo

69

Classification

mixnet-l

0.565

imagenet_2012.txt

model-proc

classification_demo

70

Classification

mobilenet-v1-0.25-128

imagenet_2012_bkgr.txt

model-proc

classification_demo

71

Classification

mobilenet-v1-1.0-224-tf

imagenet_2012_bkgr.txt

model-proc

classification_demo

72

Classification

mobilenet-v2-1.0-224

imagenet_2012_bkgr.txt

model-proc

classification_demo

73

Classification

mobilenet-v2-1.4-224

imagenet_2012_bkgr.txt

model-proc

classification_demo

74

Classification

mobilenet-v2-pytorch

0.615

imagenet_2012.txt

model-proc

classification_demo

75

Classification

mobilenet-v3-large-1.0-224-tf

imagenet_2012.txt

model-proc

classification_demo

76

Classification

mobilenet-v3-small-1.0-224-tf

imagenet_2012.txt

model-proc

classification_demo

77

Detection

mobilenet-yolo-v4-syg

65.984

model-proc

object_detection_demo

78

Classification

nfnet-f0

24.8053

imagenet_2012.txt

model-proc

classification_demo

79

Classification

open-closed-eye-0001

model-proc

gaze_estimation_demo

80

Detection

pedestrian-and-vehicle-detector-adas-0001

model-proc

object_detection_demo

81

Detection

pedestrian-detection-adas-0002

model-proc

object_detection_demo

82

Object Attributes

person-attributes-recognition-crossroad-0230

model-proc

crossroad_camera_demo

83

Object Attributes

person-attributes-recognition-crossroad-0234

model-proc

crossroad_camera_demo

84

Object Attributes

person-attributes-recognition-crossroad-0238

model-proc

crossroad_camera_demo

85

Detection

person-detection-0200

model-proc

object_detection_demo

86

Detection

person-detection-0201

model-proc

object_detection_demo

87

Detection

person-detection-0202

model-proc

object_detection_demo

88

Detection

person-detection-0203

model-proc

object_detection_demo

89

Detection

person-detection-asl-0001

model-proc

object_detection_demo

90

Detection

person-detection-retail-0013

model-proc

object_detection_demo

91

Detection

person-vehicle-bike-detection-2000

model-proc

object_detection_demo

92

Detection

person-vehicle-bike-detection-2001

model-proc

object_detection_demo

93

Detection

person-vehicle-bike-detection-2002

model-proc

object_detection_demo

94

Detection

person-vehicle-bike-detection-2003

model-proc

object_detection_demo

95

Detection

person-vehicle-bike-detection-2004

model-proc

object_detection_demo

96

Detection

person-vehicle-bike-detection-crossroad-0078

model-proc

object_detection_demo

97

Detection

person-vehicle-bike-detection-crossroad-1016

model-proc

object_detection_demo

98

Detection

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

model-proc

object_detection_demo

99

Detection

product-detection-0001

model-proc

object_detection_demo

100

Classification

regnetx-3.2gf

6.3893

imagenet_2012.txt

model-proc

classification_demo

101

Classification

repvgg-a0

2.7286

imagenet_2012.txt

model-proc

classification_demo

102

Classification

repvgg-b1

23.6472

imagenet_2012.txt

model-proc

classification_demo

103

Classification

repvgg-b3

52.4407

imagenet_2012.txt

model-proc

classification_demo

104

Classification

resnest-50-pytorch

10.8148

imagenet_2012.txt

model-proc

classification_demo

105

Classification

resnet-18-pytorch

3.637

imagenet_2012.txt

model-proc

classification_demo

106

Classification

resnet-34-pytorch

7.3409

imagenet_2012.txt

model-proc

classification_demo

107

Classification

resnet-50-pytorch

8.216

imagenet_2012.txt

model-proc

classification_demo

108

Classification

resnet-50-tf

8.2164

imagenet_2012_bkgr.txt

model-proc

classification_demo

109

Classification

resnet18-xnor-binary-onnx-0001

model-proc

classification_demo

110

Classification

resnet50-binary-0001

model-proc

classification_demo

111

Detection

retinanet-tf

coco_80cl.txt

object_detection_demo

112

Classification

rexnet-v1-x1.0

0.8325

imagenet_2012.txt

model-proc

classification_demo

113

Detection

rfcn-resnet101-coco-tf

coco_91cl_bkgr.txt

model-proc

object_detection_demo

114

Classification

shufflenet-v2-x1.0

0.2957

imagenet_2012.txt

model-proc

classification_demo

115

Human Pose Estimation

single-human-pose-estimation-0001

model-proc

single_human_pose_estimation_demo

116

Detection

ssd_mobilenet_v1_coco

2.494

coco_91cl_bkgr.txt

object_detection_demo

117

Detection

ssd_mobilenet_v1_fpn_coco

123.309

coco_91cl_bkgr.txt

object_detection_demo

118

Detection

ssdlite_mobilenet_v2

1.525

coco_91cl_bkgr.txt

object_detection_demo

119

Classification

swin-tiny-patch4-window7-224

imagenet_2012.txt

model-proc

classification_demo

120

Object Attributes

vehicle-attributes-recognition-barrier-0039

model-proc

security_barrier_camera_demo

121

Object Attributes

vehicle-attributes-recognition-barrier-0042

model-proc

security_barrier_camera_demo

122

Detection

vehicle-detection-0200

model-proc

object_detection_demo

123

Detection

vehicle-detection-0201

model-proc

object_detection_demo

124

Detection

vehicle-detection-0202

model-proc

object_detection_demo

125

Detection

vehicle-detection-adas-0002

model-proc

object_detection_demo

126

Detection

vehicle-license-plate-detection-barrier-0106

model-proc

security_barrier_camera_demo

127

Detection

vehicle-license-plate-detection-barrier-0123

model-proc

security_barrier_camera_demo

128

Action Recognition

weld-porosity-detection-0001

model-proc

action_recognition_demo

129

Detection

yolo-v3-tf

65.984

coco_80cl.txt

model-proc

object_detection_demo

130

Detection

yolo-v3-tiny-tf

5.582

coco_80cl.txt

model-proc

object_detection_demo

131

Detection

yolo-v4-tf

129.5567

coco_80cl.txt

model-proc

object_detection_demo

132

Detection

yolo-v4-tiny-tf

6.9289

coco_80cl.txt

model-proc

object_detection_demo

133

Classification

mobilenetv2-7

model-proc

134

Classification

emotion-ferplus-8

model-proc

135

Detection

torchvision.models.detection. ssdlite320_mobilenet_v3_large

0.583

coco_80cl.txt