Face Detection and Alignment using Multi-task Cascaded Convolutional Networks (MTCNN)

Overview

Face-Detection-with-MTCNN

Face detection is a computer vision problem that involves finding faces in photos.

It is a trivial problem for humans to solve and has been solved reasonably well by classical feature-based techniques, such as the cascade classifier. More recently deep learning methods have achieved state-of-the-art results on standard benchmark face detection datasets. One example is the Multi-task Cascade Convolutional Neural Network, or MTCNN for short.

What is MTCNN

MTCNN is a python (pip) library written by Github user ipacz, which implements the paper Zhang, Kaipeng et al. β€œJoint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks.” IEEE Signal Processing Letters 23.10 (2016): 1499–1503. Crossref. Web.

MTCNN paper

https://arxiv.org/ftp/arxiv/papers/1604/1604.02878.pdf

Demo

image

Owner
Chetan Hirapara
Lead Data Scientist | love to make people's live easier by AI
Chetan Hirapara
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