[Zero-based learning YOLO] learning path data arrangement (2)

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1.Yolov1:

  1. Algorithm video: [Intensive reading of AI papers] YOLO V1 target detection, just looking at me is enough_哔哩哔哩_bilibili
  2. [Deep Learning YOLO V1] In-depth Interpretation of YOLO V1 (Graphic)
  3. Blog: https://zhuanlan.zhihu.com/p/32525231

2.Yolov2:

  1. Algorithm video:

[Intensive reading of AI papers] YOLO V2 target detection algorithm_哔哩哔哩_bilibili

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

3.Yolov3:

  1. Algorithm video: [Intensive reading of AI papers] YOLO V3 target detection (with YOLOV3 code reproduction)_哔哩哔哩_bilibili
  2. Code: https://github.com/bubbliiiiing/yolo3-pytorch
  3. Code Interpretation: https://www.bilibili.com/video/BV1Hp4y1y788?spm_id_from=333.999.0.0
  4. Blog: Understand YOLO v3 in one article_Little Green Leaf Blog-CSDN Blog_yolov3 build target
  5. Blog 2.0 (deep analysis version): https://blog.csdn.net/leviopku/article/details/82660381

4. Yolov4:

  1. Algorithm video:

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

  1. Code: https://github.com/bubbliiiiing/yolov4-pytorch
  2. Code Interpretation: https://www.bilibili.com/video/BV1Q54y1D7vj?spm_id_from=333.999.0.0
  3. Blog: https://zhuanlan.zhihu.com/p/143747206 (contains many yolo version interpretations, just look at the v4 part)

5.Yolov5:

1) Algorithm video:

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

  1. Code: https://github.com/bubbliiiiing/yolov5-pytorch
  2. Blog: https://zhuanlan.zhihu.com/p/172121380

6.Yolov7:

1) Algorithm video: https://www.bilibili.com/video/BV1VG411u79Z/?spm_id_from=333.999.0.0

2) Code: https://github.com/bubbliiiiing/yolov7-tiny-pytorch

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

7.YolovX:

  1. Algorithm video and code interpretation:

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

  1. Code: https://github.com/bubbliiiiing/yolox-pytorch
  1. Blog: https://zhuanlan.zhihu.com/p/397993315

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Origin blog.csdn.net/Wansit/article/details/128786986