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Quick performance check of Pytorch implementation of YoloV4

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jacke121/YoloV4_PyTorch

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Pytorch-YOLOv4

A minimal PyTorch implementation of YOLOv4.

Weight

image

Inference

python demo.py cfgfile weightfile imgfile
  • Convolution weight reshape
  • Mish activation
  • route number > 2
  • Maxpooling
  • yololayer

Reference:

@article{yolov4,
  title={YOLOv4: YOLOv4: Optimal Speed and Accuracy of Object Detection},
  author={Alexey Bochkovskiy, Chien-Yao Wang, Hong-Yuan Mark Liao},
  journal = {arXiv},
  year={2020}
}

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Quick performance check of Pytorch implementation of YoloV4

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