格林深瞳:
https://blog.csdn.net/loveliuzz/article/details/81510579
http://megaface.cs.washington.edu/results/facescrub.html
http://trillionpairs.deepglint.com/overview
https://www.nist.gov/itl/iad/image-group/ijbb-dataset-request-form
這三個是現(xiàn)在大規(guī)模人臉常用的指標
https://github.com/ZhaoJ9014/face.evoLVe.PyTorch
這是現(xiàn)在用的模型,性能還可以
https://segmentfault.com/a/1190000015917420
opencv+mtcnn+facenet+python+tensorflow 實現(xiàn)實時人臉識別
https://github.com/deepinsight/insightface
開源人臉識別框架
https://www.cnblogs.com/jkmiao/p/4440127.html
Opencv 入門學習之圖片人臉識別
讀入圖片琐驴,算法檢測俘种,畫出矩形框
任務(wù)一:python下的opencv :
(1)基本操作
https://www.cnblogs.com/FHC1994/p/8998337.html
(2)
任務(wù)二:pytorch
(1)系統(tǒng)學習,使用jupyter
(2)pytorch官方教程
教程
https://ptorch.com/docs/3/tensor_tutorial
手冊
https://pytorch-cn.readthedocs.io/zh/latest/
(3)人臉識別入門cnblogs
https://www.cnblogs.com/cunyusup/p/10014131.html
(4)pytorch基礎(chǔ)cnblogs绝淡,少講解
https://www.cnblogs.com/kk17/p/9983578.html
(5)知乎宙刘,60分鐘入門pytorch()
https://zhuanlan.zhihu.com/p/25572330
(I think .creator was replaced with .grad_fn in May as can be seen here: https://github.com/pytorch/tutorials/pull/91/files
)
(6)csdn,60分鐘入門pytorch運算
https://blog.csdn.net/haroroda/article/details/86504639
(7)京東云閱讀pytorch教程
(8)遷移學習
(9)公司現(xiàn)行模型學習
(10)一文讀懂目標檢測:R-CNN牢酵、Fast R-CNN悬包、Faster R-CNN、YOLO馍乙、SSD
https://cloud.tencent.com/developer/news/281788
(11)CNN RNN DNN
https://www.cnblogs.com/DjangoBlog/p/7731819.html
(12)CNN網(wǎng)絡(luò)架構(gòu)演進:從LeNet到DenseNet
https://www.cnblogs.com/skyfsm/p/8451834.html
(13)"Learn Deep Learning with PyTorch"
https://github.com/L1aoXingyu/code-of-learn-deep-learning-with-pytorch/blob/master/chapter2_PyTorch-Basics/autograd.ipynb
https://github.com/L1aoXingyu/code-of-learn-deep-learning-with-pytorch
任務(wù)三:
(1)人臉性別檢測
(2)邊框匡下
(3)準確率