MobileNet YOLOv4. A lightweight object detection model that spots things in images and video.

github.com/bubbliiiing/mobilenet-yolov4-tf2

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Updates

October 2022
  • update readme
July 2022
  • Release —v3.1-训练时评估、新增评估门限、新增参数计算。
  • update show config
June 2022
  • update train.py
  • update readme and mixup
May 2022
  • update eval when train
  • update voc_annotation.py
  • update comment
  • update best checkpoint and config show
  • update flops and training steps
April 2022
  • update voc_annotation.py
  • fix eager mode bugs
  • fix eager mode bugs
  • Release —v3.0 -修改loss组成、mosaic、step、cos学习率下降等
  • fix heatmap bugs
  • update multi gpu
  • update multi gpu
  • remove external code
  • update multi gpus
  • update multi gpus
  • update multi GPU, heatmap, lr, count
  • update focal loss
March 2022
  • Release —v2.0 -添加了大量的注释、可调整参数等
April 2021
  • Release —Weights of mobilenet-yolov4