强化学习、人脸检测、动作识别、遮挡问题、GAN网站以及文章整理

强化学习
Hierarchical Object Detection with Deep Reinforcement Learning
https://github.com/imatge-upc/detection-2016-nipsws
相关学习网站:
http://incompleteideas.net/book/the-book.html
https://github.com/dennybritz/reinforcement-learning
https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow
https://www.jianshu.com/p/29db50000e3f

学习网站:https://github.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On

遮挡人群检测
Repulsion Loss: Detecting Pedestrians in a Crowd
https://github.com/bailvwangzi/repulsion_loss_ssd
https://arxiv.org/abs/1711.07752
https://www.megvii.com/newscenter/bbdfa51a-0452-4543-9695-35ceb957959c
人脸检测
Single Stage Headless Face Detector(Accurate Single Stage Detector Using Recurrent Rolling Convolution)
https://github.com/DetectionTeamUCAS
人脸:https://www.jianshu.com/p/9aaf4dbe6fbb

DPM:A Discriminatively Trained, Multiscale, Deformable Part Model

C-3-Framework:
Learning from Synthetic Data for Crowd Counting in the Wild
https://github.com/gjy3035/C-3-Framework

GAN:
Generative Adversarial Learning Towards Fast Weakly Supervised Detection
ScratchDet: Training Single-Shot Object Detectors from Scratch
A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection

网站:https://github.com/OUCMachineLearning/OUCML/tree/master/One Day One GAN

动作识别:
Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

FPN:
http://www.cnblogs.com/hellcat/p/9741213.html
https://github.com/yangxue0827/FPN_Tensorflow

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