Test Report

Here is the summary of the sanity tests we ran with both Python and C++ demos. Test cases vary with different inputs, outputs, runtime, models, python/c++ apps.

  1. Inputs:

    • Camera (Logitech C270, 1280x720, JPEG)

    • Camera (Omnivision OV5640, 1280x720, YUV)

    • Camera (Rpi v2 Sony IMX219, 1920x1080, RAW)

    • Image files (30 images under edge_ai_apps/data/images)

    • Video file (10s video 1 file under edge_ai_apps/data/videos)

    • RSTP Video Server

  2. Outputs:

    • Display (eDP or HDMI)

    • File write to SD card

  3. Inference Type:

    • Image classification

    • Object detection

    • Semantic segmentation

  4. Runtime/models:

    • DLR

    • TFLite

    • ONNX

  5. Applications:

    • Python

    • C++

  6. Platform:

    • Host OS

    • Docker

Demo Apps test report

Single Input Single Output

Category

# test case

Pass

Fail

Host OS - Python

156

144

12

Host OS - C++

156

144

12

S.No

Models

Input

Output

Host OS-C++

Host OS-Python

Docker-C++

Docker-Python

Comments

1

TVM-CL-3090-mobileNetV2-tv

Image

Display

Pass

Pass

Pass

Pass

2

TVM-CL-3090-mobileNetV2-tv

Image

Video-Filewrite

Fail

Fail

Fail

Fail

3

TVM-CL-3090-mobileNetV2-tv

Image

Image-Filewrite

Pass

Pass

Pass

Pass

4

TVM-CL-3090-mobileNetV2-tv

Video

Display

Pass

Pass

Pass

Pass

5

TVM-CL-3090-mobileNetV2-tv

Video

Video-Filewrite

Pass

Pass

Pass

Pass

6

TVM-CL-3090-mobileNetV2-tv

USB Camera

Display

Pass

Pass

Pass

Pass

7

TVM-CL-3090-mobileNetV2-tv

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

8

TVM-CL-3090-mobileNetV2-tv

CSI Camera

Display

Pass

Pass

Pass

Pass

9

TVM-CL-3090-mobileNetV2-tv

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

10

TVM-CL-3090-mobileNetV2-tv

RPI Camera

Display

Pass

Pass

Pass

Pass

11

TVM-CL-3090-mobileNetV2-tv

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

12

TVM-CL-3090-mobileNetV2-tv

RTSP - Video

Display

Pass

Pass

Pass

Pass

13

TVM-CL-3090-mobileNetV2-tv

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

14

TFL-CL-0000-mobileNetV1-mlperf

Image

Display

Pass

Pass

Pass

Pass

15

TFL-CL-0000-mobileNetV1-mlperf

Image

Video-Filewrite

Fail

Fail

Fail

Fail

16

TFL-CL-0000-mobileNetV1-mlperf

Image

Image-Filewrite

Pass

Pass

Pass

Pass

17

TFL-CL-0000-mobileNetV1-mlperf

Video

Display

Pass

Pass

Pass

Pass

18

TFL-CL-0000-mobileNetV1-mlperf

Video

Video-Filewrite

Pass

Pass

Pass

Pass

19

TFL-CL-0000-mobileNetV1-mlperf

USB Camera

Display

Pass

Pass

Pass

Pass

20

TFL-CL-0000-mobileNetV1-mlperf

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

21

TFL-CL-0000-mobileNetV1-mlperf

CSI Camera

Display

Pass

Pass

Pass

Pass

22

TFL-CL-0000-mobileNetV1-mlperf

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

23

TFL-CL-0000-mobileNetV1-mlperf

RPI Camera

Display

Pass

Pass

Pass

Pass

24

TFL-CL-0000-mobileNetV1-mlperf

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

25

TFL-CL-0000-mobileNetV1-mlperf

RTSP - Video

Display

Pass

Pass

Pass

Pass

26

TFL-CL-0000-mobileNetV1-mlperf

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

27

ONR-CL-6360-regNetx-200mf

Image

Display

Pass

Pass

Pass

Pass

28

ONR-CL-6360-regNetx-200mf

Image

Video-Filewrite

Fail

Fail

Fail

Fail

29

ONR-CL-6360-regNetx-200mf

Image

Image-Filewrite

Pass

Pass

Pass

Pass

30

ONR-CL-6360-regNetx-200mf

Video

Display

Pass

Pass

Pass

Pass

31

ONR-CL-6360-regNetx-200mf

Video

Video-Filewrite

Pass

Pass

Pass

Pass

32

ONR-CL-6360-regNetx-200mf

USB Camera

Display

Pass

Pass

Pass

Pass

33

ONR-CL-6360-regNetx-200mf

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

34

ONR-CL-6360-regNetx-200mf

CSI Camera

Display

Pass

Pass

Pass

Pass

35

ONR-CL-6360-regNetx-200mf

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

36

ONR-CL-6360-regNetx-200mf

RPI Camera

Display

Pass

Pass

Pass

Pass

37

ONR-CL-6360-regNetx-200mf

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

38

ONR-CL-6360-regNetx-200mf

RTSP - Video

Display

Pass

Pass

Pass

Pass

39

ONR-CL-6360-regNetx-200mf

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

40

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

Image

Display

Pass

Pass

Pass

Pass

41

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

Image

Video-Filewrite

Fail

Fail

Fail

Fail

42

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

Image

Image-Filewrite

Pass

Pass

Pass

Pass

43

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

Video

Display

Pass

Pass

Pass

Pass

44

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

Video

Video-Filewrite

Pass

Pass

Pass

Pass

45

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

USB Camera

Display

Pass

Pass

Pass

Pass

46

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

47

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

CSI Camera

Display

Pass

Pass

Pass

Pass

48

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

49

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

RPI Camera

Display

Pass

Pass

Pass

Pass

50

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

51

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

RTSP - Video

Display

Pass

Pass

Pass

Pass

52

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

53

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

Image

Display

Pass

Pass

Pass

Pass

54

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

Image

Video-Filewrite

Fail

Fail

Fail

Fail

55

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

Image

Image-Filewrite

Pass

Pass

Pass

Pass

56

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

Video

Display

Pass

Pass

Pass

Pass

57

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

Video

Video-Filewrite

Pass

Pass

Pass

Pass

58

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

USB Camera

Display

Pass

Pass

Pass

Pass

59

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

60

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

CSI Camera

Display

Pass

Pass

Pass

Pass

61

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

62

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

RPI Camera

Display

Pass

Pass

Pass

Pass

63

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

64

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

RTSP - Video

Display

Pass

Pass

Pass

Pass

65

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

66

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

Image

Display

Pass

Pass

Pass

Pass

67

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

Image

Video-Filewrite

Fail

Fail

Fail

Fail

68

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

Image

Image-Filewrite

Pass

Pass

Pass

Pass

69

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

Video

Display

Pass

Pass

Pass

Pass

70

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

Video

Video-Filewrite

Pass

Pass

Pass

Pass

71

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

USB Camera

Display

Pass

Pass

Pass

Pass

72

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

73

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

CSI Camera

Display

Pass

Pass

Pass

Pass

74

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

75

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

RPI Camera

Display

Pass

Pass

Pass

Pass

76

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

77

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

RTSP - Video

Display

Pass

Pass

Pass

Pass

78

ONR-OD-8050-ssd-lite-regNetX-800mf-fpn-bgr-mmdet-coco-512x512

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

79

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

Image

Display

Pass

Pass

Pass

Pass

80

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

Image

Video-Filewrite

Fail

Fail

Fail

Fail

81

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

Image

Image-Filewrite

Pass

Pass

Pass

Pass

82

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

Video

Display

Pass

Pass

Pass

Pass

83

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

Video

Video-Filewrite

Pass

Pass

Pass

Pass

84

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

USB Camera

Display

Pass

Pass

Pass

Pass

85

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

86

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

CSI Camera

Display

Pass

Pass

Pass

Pass

87

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

88

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

RPI Camera

Display

Pass

Pass

Pass

Pass

89

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

90

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

RTSP - Video

Display

Pass

Pass

Pass

Pass

91

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

92

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

Image

Display

Pass

Pass

Pass

Pass

93

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

Image

Video-Filewrite

Fail

Fail

Fail

Fail

94

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

Image

Image-Filewrite

Pass

Pass

Pass

Pass

95

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

Video

Display

Pass

Pass

Pass

Pass

96

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

Video

Video-Filewrite

Pass

Pass

Pass

Pass

97

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

USB Camera

Display

Pass

Pass

Pass

Pass

98

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

99

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

CSI Camera

Display

Pass

Pass

Pass

Pass

100

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

101

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

RPI Camera

Display

Pass

Pass

Pass

Pass

102

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

103

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

RTSP - Video

Display

Pass

Pass

Pass

Pass

104

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

105

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

Image

Display

Pass

Pass

Pass

Pass

106

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

Image

Video-Filewrite

Fail

Fail

Fail

Fail

107

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

Image

Image-Filewrite

Pass

Pass

Pass

Pass

108

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

Video

Display

Pass

Pass

Pass

Pass

109

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

Video

Video-Filewrite

Pass

Pass

Pass

Pass

110

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

USB Camera

Display

Pass

Pass

Pass

Pass

111

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

112

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

CSI Camera

Display

Pass

Pass

Pass

Pass

113

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

114

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

RPI Camera

Display

Pass

Pass

Pass

Pass

115

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

116

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

RTSP - Video

Display

Pass

Pass

Pass

Pass

117

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

118

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

Image

Display

Pass

Pass

Pass

Pass

119

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

Image

Video-Filewrite

Fail

Fail

Fail

Fail

120

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

Image

Image-Filewrite

Pass

Pass

Pass

Pass

121

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

Video

Display

Pass

Pass

Pass

Pass

122

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

Video

Video-Filewrite

Pass

Pass

Pass

Pass

123

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

USB Camera

Display

Pass

Pass

Pass

Pass

124

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

125

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

CSI Camera

Display

Pass

Pass

Pass

Pass

126

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

127

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

RPI Camera

Display

Pass

Pass

Pass

Pass

128

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

129

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

RTSP - Video

Display

Pass

Pass

Pass

Pass

130

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

131

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

Image

Display

Pass

Pass

Pass

Pass

132

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

Image

Video-Filewrite

Fail

Fail

Fail

Fail

133

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

Image

Image-Filewrite

Pass

Pass

Pass

Pass

134

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

Video

Display

Pass

Pass

Pass

Pass

135

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

Video

Video-Filewrite

Pass

Pass

Pass

Pass

136

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

USB Camera

Display

Pass

Pass

Pass

Pass

137

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

138

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

CSI Camera

Display

Pass

Pass

Pass

Pass

139

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

140

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

RPI Camera

Display

Pass

Pass

Pass

Pass

141

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

142

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

RTSP - Video

Display

Pass

Pass

Pass

Pass

143

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

144

ONR-KD-7060-human-pose-yolox-s-640x640

Image

Display

Pass

Pass

Pass

Pass

145

ONR-KD-7060-human-pose-yolox-s-640x640

Image

Video-Filewrite

Fail

Fail

Fail

Fail

146

ONR-KD-7060-human-pose-yolox-s-640x640

Image

Image-Filewrite

Pass

Pass

Pass

Pass

147

ONR-KD-7060-human-pose-yolox-s-640x640

Video

Display

Pass

Pass

Pass

Pass

148

ONR-KD-7060-human-pose-yolox-s-640x640

Video

Video-Filewrite

Pass

Pass

Pass

Pass

149

ONR-KD-7060-human-pose-yolox-s-640x640

USB Camera

Display

Pass

Pass

Pass

Pass

150

ONR-KD-7060-human-pose-yolox-s-640x640

USB Camera

Video-Filewrite

Pass

Pass

Pass

Pass

151

ONR-KD-7060-human-pose-yolox-s-640x640

CSI Camera

Display

Pass

Pass

Pass

Pass

152

ONR-KD-7060-human-pose-yolox-s-640x640

CSI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

153

ONR-KD-7060-human-pose-yolox-s-640x640

RPI Camera

Display

Pass

Pass

Pass

Pass

154

ONR-KD-7060-human-pose-yolox-s-640x640

RPI Camera

Video-Filewrite

Pass

Pass

Pass

Pass

155

ONR-KD-7060-human-pose-yolox-s-640x640

RTSP - Video

Display

Pass

Pass

Pass

Pass

156

ONR-KD-7060-human-pose-yolox-s-640x640

RTSP - Video

Video-Filewrite

Pass

Pass

Pass

Pass

Single Input Multi Inference

Category

# test case

Pass

Fail

Host OS - Python

15

15

0

docker - Python

15

15

0

Host OS - C++

15

15

0

Docker - C++

15

15

0

S.No

Models

Input

Output

Host OS-C++

Host OS-Python

Docker-C++

Docker-Python

Comments

1

2 Models (TFL-CL, ONR-SS)

%04d.jpg

Display

Pass

Pass

Pass

Pass

2

3-Models (TVM-CL, TFL-OD, ONR-SS)

%04d.jpg

Display

Pass

Pass

Pass

Pass

3

4-Models (TVM-SS, TFL-OD, ONR-SS, ONR-CL)

%04d.jpg

Display

Pass

Pass

Pass

Pass

4

2 Models (TFL-CL, ONR-SS)

video_0000.mp4

Display

Pass

Pass

Pass

Pass

5

3-Models (TVM-CL, TFL-OD, ONR-SS)

video_0000.mp4

Display

Pass

Pass

Pass

Pass

6

4-Models (TVM-SS, TFL-OD, ONR-SS, ONR-CL)

video_0000.mp4

Display

Pass

Pass

Pass

Pass

7

2 Models (TFL-CL, ONR-SS)

USB_camera

Display

Pass

Pass

Pass

Pass

8

3-Models (TVM-CL, TFL-OD, ONR-SS)

USB_camera

Display

Pass

Pass

Pass

Pass

9

4-Models (TVM-SS, TFL-OD, ONR-SS, ONR-CL)

USB_camera

Display

Pass

Pass

Pass

Pass

10

2 Models (TFL-CL, ONR-SS)

CSI_camera

Display

Pass

Pass

Pass

Pass

11

3-Models (TVM-CL, TFL-OD, ONR-SS)

CSI_camera

Display

Pass

Pass

Pass

Pass

12

4-Models (TVM-SS, TFL-OD, ONR-SS, ONR-CL)

CSI_camera

Display

Pass

Pass

Pass

Pass

13

2 Models (TFL-CL, ONR-SS)

rtsp

Display

Pass

Pass

Pass

Pass

14

3-Models (TVM-CL, TFL-OD, ONR-SS)

rtsp

Display

Pass

Pass

Pass

Pass

15

4-Models (TVM-SS, TFL-OD, ONR-SS, ONR-CL)

rtsp

Display

Pass

Pass

Pass

Pass

Multi Input Multi Inference

Category

# test case

Pass

Fail

Host OS - Python

8

8

0

docker - Python

8

8

0

Host OS - C++

8

8

0

Docker - C++

8

8

0

S.No

Models

Input

Output

Host OS-C++

Host OS-Python

Docker-C++

Docker-Python

Comments

1

2 Models (TVM-CL, TFL-OD)

%04d.jpg,video_0000.mp4

Display

Pass

Pass

Pass

Pass

2

2 Models (TVM-OD, ONR-SS)

%04d.jpg,rtsp

Display

Pass

Pass

Pass

Pass

3

2 Models (ONR-CL, TVM-SS)

%04d.jpg,USB_camera

Display

Pass

Pass

Pass

Pass

4

3-Models (TVM-CL, TFL-OD, ONR-SS)

%04d.jpg,CSI_camera,rtsp

Display

Pass

Pass

Pass

Pass

5

3-Models (TVM-CL, TFL-OD, ONR-SS)

video_0000.mp4,rtsp,%04d.jpg

Display

Pass

Pass

Pass

Pass

6

3-Models (TFL-CL, ONR-CL, TVM-SS)

video_0000.mp4,USB_camera,CSI_camera

Display

Pass

Pass

Pass

Pass

7

4-Models (TVM-CL, TFL-SS, ONR-OD, TFL-CL)

USB_camera,CSI_camera

Display

Pass

Pass

Pass

Pass

8

4-Models (TVM-SS, TFL-SS, ONR-SS, ONR-OD)

USB_camera,video_0000.mp4

Display

Pass

Pass

Pass

Pass

Note

  • Video file from RTSP server used for RTSP input test

  • Please refer to the Known Issues section for more details