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  • YOLOV4

    YOLOv4 结构
      backbone
        CSPDarknet53
      Neck
        SPP,PAN
      Head
        YOLOv3
      bag of freebies for backbone(数据增强以及其他):
        CutMix、Mosaic data argument、DropBlock regularization、class label smoothing
      bag of Special for backbone:
        Mish activation、Cross-stage partial connection 、Multiinput weighted residual connection(MiWRC)
      bag of Freebies for detector
        CIOU-Loss, CmBN、DropBlock regularization、Mosaic data argumentation、Self-Adversaral Training
        Eliminate grid sensitivity、Using multiple anchors for a single ground truth
        Cosin annealing Scheduler
        Optimal hyperparameters 
        random training shapes
      bag of special for detectors
        Mish activation、SPP、SAM、PAN、DIOU-NMS

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  • 原文地址:https://www.cnblogs.com/yunshangyue71/p/13431238.html
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