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Darknet

Darknet is an open source neural network framework written in C and CUDA. It is fast, easy to install, and supports CPU and GPU computation.

For more information see the Darknet project website.

For questions or issues please use the Google Group.


Using yolov3 to detect traffic light.

some changes

  • Modify
    • Makefile: GPU=0 -> GPU=1
    • cfg/voc.data
    • cfg/yolov3-voc.cfg: filters=75->filters=27, [yolo] classes=20->clasess=4, random=1->random=0
    • data/voc_2018.names
  • Add
    • your_training_data
    • scrpts/VOCdevkit

more details about training yolov3 on traffic light data see: yolo系列(1):使用yolov3检测红绿灯

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  • C 89.9%
  • Cuda 7.8%
  • Python 1.5%
  • Other 0.8%