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

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daikankan/MTCNN_face_detection_alignment

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MTCNN_face_detection_alignment

Tensorflow version of "Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks"

Requirement

  1. Python 3.5
  2. Tensorflow_1.10.0 or later
  3. Cuda (if use nvidia gpu)

Training Data

pnet: 400W pos : part : neg = 1 : 1 : 3 space: 3G

rnet: 2000W pos : part : neg = 1 : 1 : 3 space: 50G

onet: 1600W pos : part : neg : landmark = 1 : 0.3 : 2 : 2 space: 144G

Results

FDDB

Matlab implementation

kpzhang93/MTCNN_face_detection_alignment

License

This code is distributed under MIT LICENSE

Contact

daikank@163.com

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

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