YOLO 目标检测

安装、使用、训练与优化

安装

官方教程
https://github.com/AlexeyAB/darknet#how-to-use
JetsonTX2之部署YOLO
https://blog.csdn.net/dhaduce/article/details/80379792
https://blog.csdn.net/haoqimao_hard/article/details/80591712
Windows下 YOLOv3配置教程
https://blog.csdn.net/amusi1994/article/details/80261735?from=singlemessage#8479-1522939160754
https://www.geek-share.com/detail/2733722399.html
NVIDIA Jetson TX1 系列开发教程之十四：YOLO安装与优化加速
https://www.geek-share.com/detail/2717350391.html
基于caffe框架复现yolov3目标检测
https://blog.csdn.net/Chen_yingpeng/article/details/80692018
TX2加速
https://www.geek-share.com/detail/2720702782.html
http://www.gpus.cn/qianduan/front/getNewsArc?articleid=133&from=timeline&isappinstalled=0
查看TX2状态
https://www.geek-share.com/detail/2708517254.html
https://blog.csdn.net/zong596568821xp/article/details/80268034

使用

官方教程
https://pjreddie.com/darknet/yolo/
TX2摄像头问题
https://blog.csdn.net/dhaduce/article/details/80379792
YOLOv3使用笔记——曲线可视化
https://blog.csdn.net/cgt19910923/article/details/80783614

训练

水果数据集
https://github.com/Horea94/Fruit-Images-Dataset
http://www.vicos.si/Downloads/FIDS30
图片下载
https://sspai.com/post/45672
LabelImg标记
https://www.geek-share.com/detail/2747576596.html
https://www.geek-share.com/detail/2716288053.html
https://blog.csdn.net/qq_34809033/article/details/80589868
YOLOv3: 训练自己的数据
https://blog.csdn.net/lilai619/article/details/79695109
YOLOv2训练自己的数据集（VOC格式）
https://www.geek-share.com/detail/2692353443.html
使用YOLO v2训练自己的数据
https://www.geek-share.com/detail/2694715988.html
yolo训练自己的数据实践总结
https://www.geek-share.com/detail/2704623178.html
世上最详细，使用Darknet：Yolov3训练数据
https://blog.csdn.net/u012966194/article/details/80004647
【yolo v2】训练自己数据集的一些心得----VOC格式
https://blog.csdn.net/renhanchi/article/details/71077830?utm_source=blogxgwz2
曲线可视化
https://blog.csdn.net/cgt19910923/article/details/80783614
https://blog.csdn.net/qq_34806812/article/details/81459982?utm_source=blogxgwz0
优化
YOLO算法的调整与优化
https://blog.csdn.net/u012554092/article/details/78594425?utm_source=blogxgwz6

算法分析

目标检测入门
https://zhuanlan.zhihu.com/p/34142321
YOLOv2 论文笔记
https://www.geek-share.com/detail/2693981151.html
YOLO3学习总结
https://blog.csdn.net/gentelyang/article/details/80874039
yoloV3参数理解及注释
https://blog.csdn.net/qq_33485434/article/details/80907040
YOLO v1~v3的设计历程
https://www.cnblogs.com/makefile/p/YOLOv3.html
从YOLO到YOLO v2再到YOLO v3
https://www.geek-share.com/detail/2733136654.html
YOLOv3做目标检测
https://blog.csdn.net/T7SFOKzorD1JAYMSFk4/article/details/81212440
YOLOv3论文翻译
https://zhuanlan.zhihu.com/p/34945787
yoloV3论文解读及应用注意事项
https://zhuanlan.zhihu.com/p/35074244
Object Detection – 论文YOLO2(YOLO9000:Better, Faster, Stronger)解读
https://www.geek-share.com/detail/2718729676.html
Yolo_v1的TensorFlow源码分析
https://www.geek-share.com/detail/2724254748.html

其他

资源合集
https://blog.csdn.net/jiachen0212/article/details/79712362
资料
https://www.geek-share.com/detail/2733117157.html
darknet 实现实验 Compressing
https://www.geek-share.com/detail/2710148423.html
OpenCV中使用YOLO对象检测
https://cloud.tencent.com/developer/article/1096111