手势识别和人脸识别相关网站

1. 手势识别

1.1.  基于卷积神经网络的手势识别研究  --- 硕士论文

http://airl.csu.edu.cn/PDFs/shuoshi_yzb.pdf

 

1.2. 手势交互在汽车领域的应用

https://zhuanlan.zhihu.com/p/42464185

 

1.3.  动作识别资料

https://github.com/hassony2/inria-research-wiki

 

1.4. 评估一些公开数据集上的手势估计性能

https://github.com/xinghaochen/awesome-hand-pose-estimation/tree/master/evaluation

 

1.5.手势识别工具包（GRT）是一个跨平台的，开放源代码的C ++机器学习库，旨在用于实时手势识别。

https://github.com/nickgillian/grt

 

1.6. 历年来手势识别论文以及代码

https://github.com/ChanChiChoi/awesome-Gesture-Recognition

 

1.7. NITE

https://www.cnblogs.com/yemeishu/tag/NITE2/

 

1.8.使用深度和骨骼数据集的3D手势识别

http://www-rech.telecom-lille.fr/shrec2017-hand/

 

1.9. 单深度图像中的稳健3D手姿估计：从单视图CNN到多视图CNN

https://sites.google.com/site/geliuhaontu/home/cvpr2016

 

1.10.来自的深度语义手姿势回归 点云

https://sites.google.com/view/xinghaochen/projects/SHPR-Net

 

1.11.动态手势14/28数据集

http://www-rech.telecom-lille.fr/DHGdataset/

 

1.12.Lie-X

https://web.bii.a-star.edu.sg/archive/machine_learning/Projects/behaviorAnalysis/Lie-X/Lie-X.html

 

1.13. 手部动作检测

https://web.bii.a-star.edu.sg/archive/machine_learning/Projects/behaviorAnalysis/handAction_ECHT/index.htm

 

1.14.使用PCA寻找手的主方向：PCA的原理和实现

https://blog.youkuaiyun.com/aaron19890330/article/details/82767571#comments

 

1.15.3D手势识别（一）顺/逆时针画圈判断

https://blog.youkuaiyun.com/aaron19890330/article/details/82192634

 

1.16  手势识别 Leap_motion

https://github.com/manganarofabio?tab=repositories

 

1.17 3D 骨骼手势识别

 https://github.com/alexandrethm/S3R

 

2. 人脸识别

2.1 迄今最全人脸识别开源

https://blog.youkuaiyun.com/qq_34654240/article/details/82860391

 

2.2 算法优化二——如何提高人脸检测正确率

https://blog.youkuaiyun.com/u010402786/article/details/52261933

 

2.3 人脸相关开源项目总结

https://blog.youkuaiyun.com/liangchunjiang/article/details/79409288

 

2.4 基于PCA的人脸识别步骤

https://blog.youkuaiyun.com/yutianzuijin/article/details/10823985

 

2.5 适用于Python和命令行的世界上最简单的面部识别api

https://github.com/ageitgey/face_recognition

 

2.6 SeetaFace

https://github.com/seetaface/SeetaFaceEngine

 

2.7 OpenFace –用于面部标志检测，头部姿势估计，面部动作单位识别和视线估计的先进工具。

https://github.com/TadasBaltrusaitis/OpenFace

 

2.8 人脸检测的三种提速尝试

https://blog.youkuaiyun.com/zmdsjtu/article/details/53924866

 

2.9 OpenCV/Python/dlib眨眼检测

https://yq.aliyun.com/articles/336184

 

2.10 python+OpenCv+dlib实现人脸68个关键点检测并标注

https://blog.youkuaiyun.com/qq_39438636/article/details/79304130

 

2.11 OpenCV训练自己的人脸检测级连分类器并测试

https://blog.youkuaiyun.com/autoliuweijie/article/details/51911289

 

2.12 python dlib学习（十一）：眨眼检测

https://blog.youkuaiyun.com/hongbin_xu/article/details/79033116

 

2.13 Dlib提取人脸特征点（68点，opencv画图）

https://blog.youkuaiyun.com/zmdsjtu/article/details/53454071

 

2.14 算法优化——如何将人脸检测的速度做到极致

https://blog.youkuaiyun.com/u010402786/article/details/51793244

 

2.15 opencv面部标志检测

https://github.com/amusi/opencv-facial-landmark-detection

 

2.16 人脸姿态估计

https://blog.youkuaiyun.com/cdknight_happy/article/details/79975060

 

2.17 使用深度卷积神经网络方法进行3D人脸重建

https://zhuanlan.zhihu.com/p/24316690

 

2.18 3D人脸识别预处理,3D face recognition preprocess

https://www.cnblogs.com/mengfanrong/p/4744942.html

 

2.19 3D 人脸重建_1

https://zhuanlan.zhihu.com/p/33424063

 

3. 最近更新

 

1. 活体检测

https://github.com/SoftwareGift/FeatherNets_Face-Anti-spoofing-Attack-Detection-Challenge-CVPR2019

 

2.  Pytorch DenseNet

https://sevenold.github.io/2018/09/Pytorch-DenseNet/

 

3. 讲解insightFace工程实践

https://www.bilibili.com/video/av60181354/

 

4. 

https://sites.google.com/qq.com/chalearnfacespoofingattackdete/dataset

 

 

Jupyter Notebook 设置黑色背景主题、字体大小、代码自动补全

https://www.cnblogs.com/tianqizhi/p/10612976.html