yushenxiang / MachineLearningTips

this records what I have read and learned from papers or book about machine learning
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Object Detection论文讲解 #14

Open yushenxiang opened 6 years ago

yushenxiang commented 6 years ago

https://blog.csdn.net/u010167269/article/details/52563573 论文阅读:SSD: Single Shot MultiBox Detector

https://www.cnblogs.com/xuanyuyt/p/7447111.html 深度学习笔记(七)SSD 论文阅读笔记简化

https://blog.csdn.net/yaoqi_isee/article/details/73277398 论文阅读-《DSSD : Deconvolutional Single Shot Detector

http://jacobkong.github.io/posts/2938514597/ 深度学习论文笔记:DSSD

https://blog.csdn.net/helloR123/article/details/75647570/ 物体检测系列之SSD原理介绍

https://zhuanlan.zhihu.com/p/25100992 SSD关键源码解析

yushenxiang commented 6 years ago

https://blog.csdn.net/hrsstudy/article/details/70305791 YOLOv1论文理解

https://www.cnblogs.com/makefile/p/YOLOv3.html 标检测网络之 YOLOv3

https://www.leiphone.com/news/201708/7pRPkwvzEG1jgimW.html 一文详解YOLO 2与YOLO 9000目标检测系统 | 分享总结

https://blog.csdn.net/chandanyan8568/article/details/81089083 YOLO_V3 原理以及训练说明

yolo v3系列之网络结构解读page one https://blog.csdn.net/mdjxy63/article/details/81295021

yushenxiang commented 6 years ago

https://blog.csdn.net/hunterlew/article/details/71075925 Faster-RCNN算法精读

https://blog.csdn.net/qq_17448289/article/details/52871461 Faster R-CNN论文笔记——FR

http://www.360doc.com/content/17/0809/10/10408243_677742029.shtml faster-RCNN目标检测

https://www.cnblogs.com/skyfsm/p/6806246.html 于深度学习的目标检测技术演进:R-CNN、Fast R-CNN、Faster R-CNN

yushenxiang commented 6 years ago

https://blog.csdn.net/baidu_32173921/article/details/71741970 RFCN论文笔记

https://www.cnblogs.com/shouhuxianjian/p/7710707.html object detection[rfcn]

yushenxiang commented 6 years ago

http://mdsa.51cto.com/art/201707/545995.htm CVPR 2017论文解读:特征金字塔网络FPN

https://blog.csdn.net/u014380165/article/details/72890275 FPN(feature pyramid networks)算法讲解

https://blog.csdn.net/dcxhun3/article/details/59055974 FPN最新的目标检测算法

yushenxiang commented 6 years ago

https://blog.csdn.net/qq_34564947/article/details/77200104 Focal Loss论文阅读笔记

http://www.sohu.com/a/163915995_697750 何恺明团队提出 Focal Loss,目标检测精度高达39.1AP,打破现有记录

yushenxiang commented 6 years ago

https://www.cnblogs.com/love6tao/p/7351952.html 一篇文章看懂物体检测的发展脉络 转

yushenxiang commented 5 years ago

小目标检测算法:

https://blog.csdn.net/u014380165/article/details/80793334 SNIP 算法笔记