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Applications

Intel Joule Movidius Demo:

Caffe with SSD mobileNet -> video object detection

Results are:

    1. Video:contrapicado_traffic_shortened_960x540.mp4. video resolution: 960.0 x 540.0
    • CPU Per: 23.3669340974
    • Mem Average: 85442271.4502
    • Frame Count:873
    • Second per frame:0.103543150193
    1. Video:bus_station_6094_960x540.mp4. video resolution: 960.0 x 540.0
    • CPU Per: 23.548346763
    • Mem Average: 86995197.7244
    • Frame Count:927
    • Second per frame:0.103673908446
    1. Video:motorcycle_6098_shortened_960x540.mp4. video resolution: 960.0 x 540.0
    • CPU Per: 23.5804342523
    • Mem Average: 87253410.5912
    • Frame Count:250
    • Second per frame:0.104312363625
    1. Video:police_car_6095_shortened_960x540.mp4. video resolution: 960.0 x 540.0
    • CPU Per: 23.4771455399
    • Mem Average: 87681657.7033
    • Frame Count:613
    • Second per frame:0.104503486129
    1. Video:scooters_5638_shortened_960x540.mp4. video resolution: 960.0 x 540.0
    • CPU Per: 23.4268770035
    • Mem Average: 87827321.9541
    • Frame Count:301
    • Second per frame:0.104320315428

Jetson

SSD MobileNet with PyTorch:

Results are:

    1. Video:contrapicado_traffic_shortened_960x540.mp4. video resolution: 960.0 x 540.0
    • Processing Time Per Frame: 1.0628144820258107s
    1. Video:bus_station_6094_960x540.mp4. video resolution: 960.0 x 540.0
    • Processing Time Per Frame: 2.1887673853284717s
    1. Video:motorcycle_6098_shortened_960x540.mp4. video resolution: 960.0 x 540.0
    • Processing Time Per Frame: 1.6702866859436034
    1. Video:police_car_6095_shortened_960x540.mp4. video resolution: 960.0 x 540.0
    • Processing Time Per Frame: 1.235303331549366s
    1. Video:scooters_5638_shortened_960x540.mp4. video resolution: 960.0 x 540.0
    • Processing Time Per Frame: 1.005342649066963s