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I'm using Ubuntu 16.04 on a UP Squared dual core Celeron 4/32 and I'm testing the Security Barrier Demo to see the speed increase going from a NCS 1 USB stick to the NCS 2 with the Myriad X processor.
Performance appears identical. Around 86ms for each device.
~/inference_engine_samples_build/intel64/Release$ ./security_barrier_camera_demo -i /opt/intel/computer_vision_sdk/deployment_tools/demo/car_1.bmp -m /opt/intel/computer_vision_sdk/deployment_tools/intel_models/vehicle-license-plate-detection-barrier-0106/FP16/vehicle-license-plate-detection-barrier-0106.xml -d MYRIAD
Output looks like this:
[ INFO ] InferenceEngine: API version ............ 1.4 Build .................. 17328 [ INFO ] Parsing input parameters [ INFO ] Capturing video streams from the video files or loading images [ INFO ] Files were added: 1 [ INFO ] /opt/intel/computer_vision_sdk/deployment_tools/demo/car_1.bmp [ INFO ] Number of input image files: 1 [ INFO ] Number of input video files: 0 [ INFO ] Number of input channels: 1 [ INFO ] Vehicle Attribs detection DISABLED [ INFO ] License Plate Recognition detection DISABLED [ INFO ] Loading plugin MYRIAD API version ............ 1.4 Build .................. 17328 Description ....... myriadPlugin [ INFO ] Loading network files for VehicleDetection [ INFO ] Batch size is forced to 1 [ INFO ] Checking Vehicle Detection inputs [ INFO ] Checking Vehicle Detection outputs [ INFO ] Loading Vehicle Detection model to the MYRIAD plugin [ INFO ] Start inference Avarage inference time: 86.123 ms (11.6113 fps) Total execution time: 4196.12 [ INFO ] Execution successful
Any advice on what I should do to see a change in performance? I assume a detection network has all the ingredients necessary to exploit the increased performance of the Myriad X.
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My command line seems chopped, trying again...
./security_barrier_camera_demo -i /opt/intel/computer_vision_sdk/deployment_tools/demo/car_1.bmp -m /opt/intel/computer_vision_sdk/deployment_tools/intel_models/vehicle-license-plate-detection-barrier-0106/FP16/vehicle-license-plate-detection-barrier-0106.xml -d MYRIAD
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