目录
YOLOv4横空出世,我也已经写了有一系列有关于YOLO的文章,所以这篇文章,我把所有有关于YOLO的文章在这里做一个汇总,该汇总也会根据文章的扩充不断更新,方便大家查看学习。
1、论文笔记
目前我写的有关于论文笔记的文章有:
1.YOLO v1 论文笔记1:https://blog.csdn.net/shuiyixin/article/details/82533849
2.YOLO v1 论文笔记2:https://blog.csdn.net/shuiyixin/article/details/82560920
3.YOLO v2 论文笔记1:https://blog.csdn.net/shuiyixin/article/details/89428417
4.YOLO v2 论文笔记2:https://blog.csdn.net/shuiyixin/article/details/89444856
5.YOLO v4 论文笔记 :https://mp.weixin.qq.com/s/80fBqtZsJPuTkX6oh6xhdw
2、数据集训练
目前我写的有关于YOLO数据集训练的文章有:
1.YOLO配置文件解析:https://blog.csdn.net/shuiyixin/article/details/82470128
2.YOLO数据集制作1(含LabelImg工具讲解):https://blog.csdn.net/shuiyixin/article/details/82623613
3.YOLO数据集制作2:https://blog.csdn.net/shuiyixin/article/details/82915105
3、代码实战
目前我写的有关于YOLO代码实战的文章有:
1.YOLO v1 代码实战:https://blog.csdn.net/shuiyixin/article/details/82468870
2.YOLO v4 代码实战:https://mp.weixin.qq.com/s/cDM6lajNlghAG5QvXz86Cw
4、相关概念介绍
目前我写的有关于YOLO相关概念的文章有:
1.卷积与卷积神经网络:https://mp.weixin.qq.com/s/aMUndndheciOoLWICbVvAQ
2.激活函数:https://mp.weixin.qq.com/s/x9_9NgUKRkuKTNuEvL8IRQ
3.CPU与GPU:https://blog.csdn.net/shuiyixin/article/details/82915378
4.什么是mAP:https://blog.csdn.net/shuiyixin/article/details/86349643
5.分类与回归:https://blog.csdn.net/shuiyixin/article/details/88816416
6.参数与超参数:https://blog.csdn.net/shuiyixin/article/details/88996743
5、报错与解决方案
目前我写的有关于YOLO报错与解决方案的文章有:
1.Ubuntu系统下YOLO训练报错:Couldn't open file: train.txt:https://blog.csdn.net/shuiyixin/article/details/99291352
2.libcudnn7-doc_7.1.4.18-1+cuda8.0_amd64.deb 并非 debian 格式的包文件:https://blog.csdn.net/shuiyixin/article/details/99169802