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CV_VS_YoloDetector

A Demonstration program based on the Yolo2 object detector (OpenCV 3.2 + VS C++ 2015)

The Qt program was build with the following environment:

  1. Visual Studio C++ 2015
  2. OpenCV 3.2 (built with Contrib)
  3. Windows 10 (x64)
  4. CUDA 8.0

Required library files:

  1. OpenCV 3.2 Library
  2. Yolo2 (darknet) library: yolo_cpp_dll.lib, yolo_cpp_dll.dll

Required YOLO CNN model files:

  1. yolo.cfg
  2. yolo.weights (download this file from https://pjreddie.com/media/files/yolo.weights ; place this file in the same directory of the execution file)
  3. yolo.names

References:

  1. https://pjreddie.com/darknet/yolo/
  2. https://arxiv.org/pdf/1612.08242.pdf (Original paper by Redmon and Farhadi)
  3. https://github.com/AlexeyAB/yolo-windows
  4. https://github.com/mrzl/ofxDarknet/blob/master/README.md

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A Demonstration program based on the Yolo2 object detector (OpenCV 3.2 + VS 2015)

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