Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

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Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

• Author: Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, Yu Qiao
• Origin: https://kpzhang93.github.io/MTCNN_face_detection_alignment/index.html?from=groupmessage&isappinstalled=0
• Related:
  • kpzhang93/MTCNN_face_detection_alignment
  • https://github.com/foreverYoungGitHub/MTCNN : implemented with Caffe, C++ interface.
  • https://github.com/dlunion/mtcnn : 基于caffe的mtcnn训练实现
  • AlphaQi/MTCNN-light : the implementation of MTCNN with no framework
  • caffe version: https://github.com/CongWeilin/mtcnn-caffe
  • mxnet version: https://github.com/Seanlinx/mtcnn
  • https://github.com/blankWorld/MTCNN-Accelerate-Onet
  • https://github.com/rocking5566/face-detection-MTCNN-ncnn

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This project provide you a method to update multi-task-loss for multi-input source. https://github.com/CongWeilin/mtcnn-caffe

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https://github.com/dlunion/mtcnn

基于caffe的mtcnn训练实现，可以训练一个自己的有效的目标检测算法，非常容易非常简单，并且有配套的纯c++版本的mtcnn-light

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https://github.com/foreverYoungGitHub/MTCNN

implemented with Caffe, C++ interface.

[joyhuang9473]

https://github.com/Tencent/ncnn/issues/52#issuecomment-318555723

手工改了下MTCNN caffemodel转row-major,
https://github.com/ElegantGod/ncnn/blob/master/tools/caffe2ncnn_mtcnn.cpp

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The Relationship Between Precision-Recall and ROC Curves http://pages.cs.wisc.edu/~jdavis/davisgoadrichcamera2.pdf

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half model shrink the orignal onet by half quantities of parameters

https://github.com/blankWorld/MTCNN-Accelerate-Onet

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The training data generate process: https://github.com/Seanlinx/mtcnn

[joyhuang9473]

Implement MTCNN for face detection and landmark localization in ncnn framework https://github.com/rocking5566/face-detection-MTCNN-ncnn