R-CNN

最近在看 Mask R-CNN, 這個分割算法是基於 Faster R-CNN 的,決定看一下這個 R-CNN 系列論文,好好理一下html

1. 論文 Rich feature hierarchies for accurate object detection and semantic segmentation Tech report (v5)git

Author: Ross Girshick Jeff Donahue Trevor Darrell Jitendra Malik, UC Berkeleygithub

link: https://arxiv.org/pdf/1311.2524.pdf  (2014)算法

2. 【目標檢測】R-CNN論文詳解(Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation)https://www.jianshu.com/p/c1696c27abf8session

 

 

Ref:學習

 

R-CNN學習總結 https://zhuanlan.zhihu.com/p/30316608.net

 

R-CNN論文詳解 http://www.javashuo.com/article/p-kesahmns-nq.html (講懂了 bounding box 迴歸)htm

R-CNN 論文 http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=AF8817DD0F70B32AA08B2ECBBA8099FA?doi=10.1.1.715.2453&rep=rep1&type=pdfblog

https://engineering.matterport.com/splash-of-color-instance-segmentation-with-mask-r-cnn-and-tensorflow-7c761e238b46ci

https://lilianweng.github.io/lil-log/2017/12/31/object-recognition-for-dummies-part-3.html

 

Review: R-CNN (Object Detection) https://medium.com/coinmonks/review-r-cnn-object-detection-b476aba290d1

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