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my_det

从零开始的构建一个目标检测算法,将整个学习过程分解为以下几个部分:

Preprocess

  • Dataset
  • Pipeline

Backbone

  • ResNet50
  • DarkNet53

Neck

  • FPN

Head

  • anchor-free-head
  • yolo-head

Loss

  • GFocal Loss
  • GIoU Loss
  • L1 Loss

OPS

  • nms_cuda

scripts

  • train.py
  • eval.py
  • infer.py
  • vis.py