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Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks #5

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joyhuang9473 opened this issue Sep 26, 2016 · 8 comments

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Face Alignment Face Detection

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joyhuang9473 commented Sep 26, 2016 •

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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

joyhuang9473 added Face Detection Face Alignment labels

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joyhuang9473 commented Mar 20, 2017

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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joyhuang9473 commented Jul 12, 2017

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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joyhuang9473 commented Jul 17, 2017

https://github.com/foreverYoungGitHub/MTCNN

implemented with Caffe, C++ interface.

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joyhuang9473 commented Jul 29, 2017

Tencent/ncnn#52 (comment)

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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joyhuang9473 commented Aug 22, 2017

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

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joyhuang9473 commented Oct 18, 2017

half model shrink the orignal onet by half quantities of parameters

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

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joyhuang9473 commented Nov 10, 2017 •

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

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joyhuang9473 commented Jan 15, 2018

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

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