Hardware Configuration
CPU : i7-8665U
VPU : myriad x NCS2
Model Name
Complexity - GFLOPs
Size - MP
CPU FPS - FP32
Jetson + VPU FPS - FP16
RPI + VPU FPS - FP16
pedestrian-detection-adas-0002
2.836
1.165
28
6.86
4.53
pedestrian-detection-adas-binary-0001
0.945
1.165
33
Not Supported Layer Found
Not Supported Layer Found
pedestrian-and-vehicle-detector-adas-0001
3.974
1.650
24.09
6.18
4.37
vehicle-detection-adas-0002
2.798
1.079
26
7.51
4.85
vehicle-detection-adas-binary-0001
0.942
1.079
28
Not Supported Layer Found
Not Supported Layer Found
road-segmentation-adas-0001
4.770
4.770
8.48
1.94
1.02
semantic-segmentation-adas-0001
58.572
6.686
2.06
Memory Error
Memory Error
Model Name
Complexity - GFLOPs
Size - MP
CPU FPS - FP32
Jetson + VPU FPS - FP16
RPI + VPU FPS - FP16
YOLO v3
65.9843
237
1.86
1.4
Crash
SSD with MobileNet
2.316~2.494
65
22
10.4
6.51
Depth AI HW Model analysis
Model
SAHVES 4 - FPS
SAHVES 7 - FPS
GFlops
mParams
ssd_mobilenet_v1_coco
28-30
2.316~2.494
5.783~6.807
ssd_mobilenet_v2_coco
12-13
14-15
3.775
16.818