Faster R-CNN Pedestrian and Car Detection

https://github.com/bigsnarfdude/KittiBox

https://github.com/bigsnarfdude/MultiNet

https://arxiv.org/abs/1612.07695

IPython Notebook: https://github.com/bigsnarfdude/Faster-RCNN_TF/blob/master/tools/demo_faster_rcnn_pedestrian_detector.ipynb

Code https://github.com/bigsnarfdude/Faster-RCNN_TF

Faster RCNN for Pedestrian Detection https://arxiv.org/pdf/1607.07032v2.pdf

Tutorial http://kaiminghe.com/icml16tutorial/index.html

http://techtalks.tv/talks/deep-residual-networks-deep-learning-gets-way-deeper/62358/

Faster RCNN original https://arxiv.org/pdf/1506.01497v3.pdf

Slides ILSCVRC 2015 http://image-net.org/challenges/talks/ilsvrc2015_deep_residual_learning_kaiminghe.pdf

Fast RCNN original https://arxiv.org/pdf/1504.08083v2.pdf

RCNN original https://people.eecs.berkeley.edu/~rbg/papers/pami/rcnn_pami.pdf

SPP-Net paper https://arxiv.org/pdf/1406.4729v4.pdf

 

Click to access Angelova15RealTimePedestrian.pdf

http://spectrum.ieee.org/automaton/robotics/artificial-intelligence/facebook-ai-director-yann-lecun-on-deep-learning

https://research.google.com/pubs/pub43850.html