Object Detection / Human Action Recognition 项目

 这个主题暂时对我太高级了，放一放

https://towardsdatascience.com/real-time-and-video-processing-object-detection-using-tensorflow-opencv-and-docker-2be1694726e5

https://www.pyimagesearch.com/2018/11/12/yolo-object-detection-with-opencv/

https://www.pyimagesearch.com/2017/09/18/real-time-object-detection-with-deep-learning-and-opencv/

https://medium.com/@jonathan_hui/real-time-object-detection-with-yolo-yolov2-28b1b93e2088

Deep Learning for Videos:

A 2018 Guide to Action Recognition
http://blog.qure.ai/notes/deep-learning-for-videos-action-recognition-review
https://medium.com/@jonathan_hui/object-detection-speed-and-accuracy-comparison-faster-r-cnn-r-fcn-ssd-and-yolo-5425656ae359

Human Action Recognition:

　　

Model	HMDB-51	UCF-101
I3D	80.9%	98.0%	Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset (May 2017)

动作识别调研

行为识别Action Detection概述及资源合集（持续更新...）

https://zhuanlan.zhihu.com/p/33040925

https://zhuanlan.zhihu.com/p/26460437

视频理解近期研究进展

https://zhuanlan.zhihu.com/p/45444790

• Deep Learning for Videos: A 2018 Guide to Action Recognition - Summary of major landmark action recognition research papers till 2018

分割算法

　　Understanding How Mask RCNN Works for Semactic Segmentation -  https://ardianumam.wordpress.com/2017/12/16/understanding-how-mask-rcnn-works-for-semactic-segmentation/

YOLO