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you only look once

YOLO v3 algorithm implemented with PyTorch

dependencies

  • PyTorch=1.0
  • numpy
  • pandas
  • matplotlib
  • opencv

instruction

  1. download weight file at this site(https://pjreddie.com/media/files/yolov3.weights), which is based on COCO dataset.
  2. In terminal(source activate your pytorch env first): python detector.py --images xxxx.png(your image file) --det det to do object detection on picture.
  3. video detection

references

https://arxiv.org/pdf/1506.02640.pdf
https://arxiv.org/pdf/1612.08242.pdf
https://pjreddie.com/media/files/papers/YOLOv3.pdf
https://blog.paperspace.com/how-to-implement-a-yolo-object-detector-in-pytorch/

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