轻量级cnn网络cv方向总结

逃离我推掉我的手 2022-10-16 09:45 165阅读 0赞

**目录**

轻量级人脸检测

轻量级目标检测1

轻量级目标检测大合集

轻量级行人检测：

轻量级人脸识别：

轻量级ocr文字检测识别：

轻量级高精度人脸检测推荐:

轻量级高精度人脸关键点推荐:

轻量级高精度分割网络推荐:

yolov5face:

Yolov5 face训练手册:

yolov5剪枝：

15种轻量级主干网络

轻量级超分网络

--------------------

本文总结了一下常用的轻量级网络，大部分都是轻量级高精度网络，花费大量精力调研，测试，总结，现在整理出来，与大家分享，共同进步!

后续还会持续更新，欢迎大家一键三连，并且提出宝贵意见，为国人的人工智能行业添砖加瓦！

有什么想了解的，都可以提出来，只要我能做到的，一定招办。

### 轻量级人脸检测 ###

[https://blog.csdn.net/jacke121/article/details/116076895][https_blog.csdn.net_jacke121_article_details_116076895]

### 轻量级目标检测1 ###

[https://blog.csdn.net/jacke121/article/details/118072099][https_blog.csdn.net_jacke121_article_details_118072099]

### 轻量级目标检测大合集 ###

[https://blog.csdn.net/jacke121/article/details/116706807][https_blog.csdn.net_jacke121_article_details_116706807]

### 轻量级行人检测： ###

[https://blog.csdn.net/jacke121/article/details/115286042][https_blog.csdn.net_jacke121_article_details_115286042]

### 轻量级人脸识别： ###

[https://blog.csdn.net/jacke121/article/details/104885441][https_blog.csdn.net_jacke121_article_details_104885441]

### 轻量级ocr文字检测识别： ###

[https://blog.csdn.net/jacke121/article/details/104713103/][https_blog.csdn.net_jacke121_article_details_104713103]

### 轻量级高精度人脸检测推荐: ###

[https://blog.csdn.net/jacke121/article/details/116718487][https_blog.csdn.net_jacke121_article_details_116718487]

### 轻量级高精度人脸关键点推荐: ###

[https://blog.csdn.net/jacke121/article/details/116605765][https_blog.csdn.net_jacke121_article_details_116605765]

### 轻量级高精度分割网络推荐: ###

[https://blog.csdn.net/jacke121/article/details/117114829][https_blog.csdn.net_jacke121_article_details_117114829]

### yolov5face: ###

[https://blog.csdn.net/jacke121/article/details/116229206][https_blog.csdn.net_jacke121_article_details_116229206]

### Yolov5 face训练手册: ###

[https://blog.csdn.net/jacke121/article/details/116357828][https_blog.csdn.net_jacke121_article_details_116357828]

### yolov5剪枝： ###

[https://blog.csdn.net/jacke121/article/details/117310226?spm=1001.2014.3001.5501][https_blog.csdn.net_jacke121_article_details_117310226_spm_1001.2014.3001.5501]

### 15种轻量级主干网络 ###

[https://blog.csdn.net/jacke121/article/details/119172668][https_blog.csdn.net_jacke121_article_details_119172668]

### 轻量级超分网络 ###

[https://blog.csdn.net/jacke121/article/details/105760626][https_blog.csdn.net_jacke121_article_details_105760626]

[https_blog.csdn.net_jacke121_article_details_116076895]: https://blog.csdn.net/jacke121/article/details/116076895
[https_blog.csdn.net_jacke121_article_details_118072099]: https://blog.csdn.net/jacke121/article/details/118072099
[https_blog.csdn.net_jacke121_article_details_116706807]: https://blog.csdn.net/jacke121/article/details/116706807
[https_blog.csdn.net_jacke121_article_details_115286042]: https://blog.csdn.net/jacke121/article/details/115286042
[https_blog.csdn.net_jacke121_article_details_104885441]: https://blog.csdn.net/jacke121/article/details/104885441
[https_blog.csdn.net_jacke121_article_details_104713103]: https://blog.csdn.net/jacke121/article/details/104713103/
[https_blog.csdn.net_jacke121_article_details_116718487]: https://blog.csdn.net/jacke121/article/details/116718487
[https_blog.csdn.net_jacke121_article_details_116605765]: https://blog.csdn.net/jacke121/article/details/116605765
[https_blog.csdn.net_jacke121_article_details_117114829]: https://blog.csdn.net/jacke121/article/details/117114829
[https_blog.csdn.net_jacke121_article_details_116229206]: https://blog.csdn.net/jacke121/article/details/116229206
[https_blog.csdn.net_jacke121_article_details_116357828]: https://blog.csdn.net/jacke121/article/details/116357828
[https_blog.csdn.net_jacke121_article_details_117310226_spm_1001.2014.3001.5501]: https://blog.csdn.net/jacke121/article/details/117310226?spm=1001.2014.3001.5501
[https_blog.csdn.net_jacke121_article_details_119172668]: https://blog.csdn.net/jacke121/article/details/119172668
[https_blog.csdn.net_jacke121_article_details_105760626]: https://blog.csdn.net/jacke121/article/details/105760626