一张图理清CNN脉络 RCNN SPP FASTRCNN FASTERRCNN 到 MSCNN

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注 :FasterR-CNN: faster region-based convolutional neural network

SPP: spatial pyramid pooling

MS-CNN: multi-scale CNN

1.A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection Zhaowei Cai1, Quanfu Fan2, Rogerio S. Feris2,

MSCNN 论文地址：点击打开链接

2. Girshick, R.B.: Fast R-CNN. In: ICCV. (2015) 1440–1448

论文地址：点击打开链接

code: https://github.com/rbgirshick/fast-rcnn

3. Ren, S., He, K., Girshick, R., Sun, J.: Faster r-cnn: Towards real-time object detection with region proposal networks. In: NIPS. (2015)

论文地址：点击打开链接

code: https://arxiv.org/pdf/1506.01497v3.pdf

4. Rich feature hierarchies for accurate object detection and semantic segmentation （RCNN）

论文地址：点击打开链接

作者的很炫酷的幻灯片：点击打开链接

5. He, K., Zhang, X., Ren, S., Sun, J.: Spatial pyramid pooling in deep convolutional networks for visual recognition. In: ECCV. (2014) 346–361

论文地址（这个找了好久）：点击打开链接

PPT：http://www.image-net.org/challenges/LSVRC/2014/slides/sppnet_ilsvrc2014.pdf

code: https://github.com/ShaoqingRen/SPP_net

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