【零基础学习YOLO】学习路径资料整理(二)

注意:博主可有偿辅导入门,需要的可私信

1.Yolov1:

  1. 算法视频:【精读AI论文】YOLO V1目标检测,看我就够了_哔哩哔哩_bilibili
  2. 【深度学习YOLO V1】深刻解读YOLO V1(图解)_ciky奇的博客-CSDN博客_yolov1网络结构图详解
  3. 博客:https://zhuanlan.zhihu.com/p/32525231

2.Yolov2:

  1. 算法视频:

【精读AI论文】YOLO V2目标检测算法_哔哩哔哩_bilibili

2)博客:https://zhuanlan.zhihu.com/p/35325884

3.Yolov3:

  1. 算法视频: 【精读AI论文】YOLO V3目标检测(附YOLOV3代码复现)_哔哩哔哩_bilibili
  2. 代码:https://github.com/bubbliiiing/yolo3-pytorch
  3. 代码解读:https://www.bilibili.com/video/BV1Hp4y1y788?spm_id_from=333.999.0.0
  4. 博客:一文看懂YOLO v3_小小小绿叶的博客-CSDN博客_yolov3 build target
  5. 博客2.0(深度解析版本):https://blog.csdn.net/leviopku/article/details/82660381

4.Yolov4:

  1. 算法视频:

https://www.bilibili.com/video/BV1NF41147So?spm_id_from=333.999.0.0

  1. 代码:https://github.com/bubbliiiing/yolov4-pytorch
  2. 代码解读:https://www.bilibili.com/video/BV1Q54y1D7vj?spm_id_from=333.999.0.0
  3. 博客:https://zhuanlan.zhihu.com/p/143747206(包含很多yolo版本解读,只需要看v4部分即可)

5.Yolov5:

1)算法视频:

https://www.bilibili.com/video/BV1T3411p7zR?spm_id_from=444.41.0.0

  1. 代码:https://github.com/bubbliiiing/yolov5-pytorch
  2. 博客:https://zhuanlan.zhihu.com/p/172121380

6.Yolov7:

1)算法视频:https://www.bilibili.com/video/BV1VG411u79Z/?spm_id_from=333.999.0.0

2)代码:https://github.com/bubbliiiing/yolov7-tiny-pytorch

3)博客:https://zhuanlan.zhihu.com/p/540068099

7.YolovX:

  1. 算法视频与代码解读:

https://www.bilibili.com/video/BV1DL4y1B7eU?p=3

  1. 代码:https://github.com/bubbliiiing/yolox-pytorch
  1. 博客:https://zhuanlan.zhihu.com/p/397993315

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