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Switch Detection Video

  1. Overview
  2. Switch Detection Video
    1. Inference Engine and Algorithm
    2. Running Switch Detection Video
  3. References

Overview

This application offers a graphical interface for users to run an object detection demo using either CPU or GPU/NPU to perform inference on a video file.

Switch Detection Video

Inference Engine and Algorithm

tfliteframework

This application uses:

  • TensorFlow Lite as an inference engine 1 ;
  • MobileNet as default algorithm 2 .

More details on eIQ™ page.

Running Switch Detection Video

  1. Run the Switch Detection Video demo using the following line:
    # pyeiq --run switch_video
    
  2. Type on CPU or GPU/NPU in the terminal to switch between cores.
    • This runs inference on a default video: cpu

References

  1. https://www.tensorflow.org/lite 

  2. https://arxiv.org/abs/1704.04861