有价值的博客、面经收集（持续更新）

清华镜像源
https://mirrors.tuna.tsinghua.edu.cn/

http://spytensor.com/

https://github.com/Jack-Cherish/Deep-Learning

https://cuijiahua.com/

机器学习与深度学习常见面试题
https://zhuanlan.zhihu.com/p/45091568

算法检测面经：
https://blog.csdn.net/qq_39706357/article/details/89947026

R-CNN系列 博客+代码
https://blog.csdn.net/xiaoxu1025/article/details/104143262

源代码
https://github.com/yphacker/ai_yanxishe

深度学习500问，很火的开源项目

目标检测、图像面经https://blog.csdn.net/weixin_44936889/article/details/104606259

https://blog.csdn.net/qq_39706357/article/details/89947026

YOLO系列讲解
Yolo三部曲解读——Yolov1
https://zhuanlan.zhihu.com/p/70387154

Faster R-CNN学习：
RPN网络讲解的很好的文章：
https://blog.csdn.net/lanran2/article/details/54376126
RPN理解
https://zhuanlan.zhihu.com/p/31426458
一文读懂Faster R-CNN
https://zhuanlan.zhihu.com/p/31426458

一文读懂目标检测：R-CNN、Fast R-CNN、Faster R-CNN、YOLO、SSD
七月在线教育大佬的总结博客：
https://blog.csdn.net/v_JULY_v/article/details/80170182

【目标检测】R-CNN系列与SPP-Net总结
https://www.cnblogs.com/kk17/p/9748378.html

翻译论文汇总：
AlexNet VGG ResNet等等
https://github.com/SnailTyan/deep-learning-papers-translation

从LeNet到SENet——卷积神经网络回顾
https://zhuanlan.zhihu.com/p/33845247

Pytorch模型训练实用教程
书籍电子档+代码
https://github.com/TingsongYu/PyTorch_Tutorial
https://github.com/TingsongYu/PyTorch_Tutorial/tree/master/Data

Kaggle猫狗识别详细搭建
https://zhuanlan.zhihu.com/p/136421422

-----------------------分割线-------------------------
生信编程日常（SNF）
https://www.jianshu.com/u/c8eaac6172a2
博士论文，基于知识的疾病关联分析与辅助机理解析（2018 SNF）
https://www.doc88.com/p-9199145592471.html

杨宽, 赵亚萍. 基于归一化欧氏距离和谱分邻的融合网络对癌症亚型聚类[J]. 理论数学, 2019, 9(10): 1115-1122.
提出比SNF更好的
https://doi.org/10.12677/PM.2019.910137
CI-SNF: Exploiting Contextual Information to Improve SNF Based Information Retrieval. Information Fusion, 52, 175-186.

Ls-SNF
Similarity network fusion based on local scaling affinity construction
ANF
CSNF

医学图像分割：
https://bbs.cvmart.net/topics/1277

Li Guanghui
https://github.com/ghli16

给的代码不全，不想开源就别开源，什么玩意啊
Long yahui
https://github.com/longyahui
https://github.com/yahuilong

Lan wei
https://github.com/lanbiolab

Zengmin
https://github.com/MinZeng1990

https://github.com/CSUBioGroup
https://github.com/bioinfomaticsCSU

Pan xiaoyong
https://github.com/xypan1232

USTC Li Ao
https://github.com/USTC-HIlab
http://bioinformatics.ustc.edu.cn/

Anhui university
https://github.com/bioinformaticsAHU

https://github.com/BioMedicalBigDataMiningLab

https://github.com/look0012

-----------------------分割线-------------------------
缺陷检测
东北大学官方主页：
http://faculty.neu.edu.cn/yunhyan/NEU_surface_defect_database.html

相关论文：
谷歌学术搜索：
An End-to-endSteel SurfaceDefectDetectionApproachviaFusingMultiple HierarchicalFeatures

PGA-Net: Pyramid Feature Fusion and GlobalContext Attention Network for AutomatedSurface Defect Detection

Saliency detection for strip steel surface
defects using multiple constraints and improved texture features

EDRNet: Encoder-Decoder Residual Network
for Salient Object Detection of Strip Steel
Surface Defects

庆志的小老弟整理的各类缺陷数据集：
https://blog.csdn.net/qq_27871973/article/details/84974231
包括：德国DAGM 2007的数据集、NEU-DET钢材表面缺陷等等

目标检测应用竞赛 | 天池铝型材表面瑕疵（含数据集、详细解决方案）
https://mp.weixin.qq.com/s/SYS16Yx00c69LTCGxq_YMQ

------------------------YOLO 系列--------------------------------
YOLO v1 https://www.jianshu.com/p/90f633cbffe3
V2 https://www.jianshu.com/p/da569d729ac8
V3 https://www.jianshu.com/p/af8a9c83e530

——————————————CV面经收集——————————
https://www.cnblogs.com/ZFJ1094038955/p/12158583.html

https://www.jianshu.com/p/a95bbe32bc4e

https://cloud.tencent.com/developer/article/1062001

----------------------------成为一名合格的算法工程师--------------------------
C++、python、leetcode、paper、kaggle、天池、数据结构
https://www.zhihu.com/question/283960511

超全面目标检测算法综述
https://www.jianshu.com/p/468e08f739bd

目标检测：SSD（ECCV 2016）
https://zhuanlan.zhihu.com/p/52527096

图像算法面试题汇总
https://blog.csdn.net/weixin_30510153/article/details/98297578

AlexNet VGG GoogleNet一系列
https://blog.csdn.net/qq_42823043/article/details/89540496

https://www.cnblogs.com/vincent1997/p/10901875.html

https://blog.csdn.net/weixin_41521681/article/details/87986575

轻量级网络/检测/分割：
https://zhuanlan.zhihu.com/p/62366940

图卷积网络代码运行教程
https://www.freesion.com/article/6520914333/

labelme制作mask r-cnn教程
https://www.freesion.com/article/6142420564/
手把手教你训练自己的Mask R-CNN图像实例分割模型（PyTorch官方教程）
https://blog.csdn.net/u013685264/article/details/100564660
用自己的数据集训练Mask R-CNN
https://shinshiner.github.io/2018/03-03-training-mask-rcnn-with-my-own-data.html
语义分割为什么要标注数据集？
https://www.zhihu.com/question/277641891