darknet-ameliorate

This project is mainly based on the original darknet (well known for yolo/yolov2/yolov3, https://github.com/pjreddie/darknet), and devoted to be a better darknet, especially for yolo.

code-references

• (yolo/yolov2/yolov3) https://github.com/pjreddie/darknet
• (yolov4) https://github.com/AlexeyAB/darknet
• (Channel Slimming) https://github.com/Eric-mingjie/network-slimming (https://github.com/liuzhuang13/slimming)
• (Quantization, Google 2018) https://arxiv.org/pdf/1806.08342.pdf
• Others

features preview

• Data Augmentation
  • rotation in rbox
  • mosaic
• Model compression and acceleration
  • channel slimming (2020/7/11)
  • knowledge distillation (2020/7/11)
  • mutual learning (2020/7/11)
  • post training quantization (2020/8/5)
  • quantization aware training (2020/10/26)
  • keypoint detection (updating)