Deep learning for facial analysis

Face recognition

https://medium.com/@phelixlau/speed-accuracy-trade-offs-for-modern-convolutional-object-detectors-bbad4e4e0718

Face identification

Triplet loss formula from VGG Face paper
Augmenting faces by using different generic 3D models for rendering

Facial keypoints detection

Facial keypoints example

Age estimation and gender recognition

Unfiltered faces for gender and age classification project page image

Emotions recognition

Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns project page image

Facial action units detection

Main facial action units table from Wikipedia page

Gaze capturing

http://gazecapture.csail.mit.edu/cvpr2016_gazecapture.pdf

Conclusion

--

--

--

Official HPA (High Performance Analytics) account. Follow us to keep informed on #DataAnalytics | #MachineLearning | #DataScience | #PredictiveAnalytics

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

super slomo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation

Creating and training a U-Net model with PyTorch for 2D & 3D semantic segmentation: Inference [4/4]

Error Analysis and the Transformer Architecture

Simple image classification on raspberry pi using the pre-trained model VGG16 and TensorFlow

Towards Faster Training and Smaller Generalisation Gap in Deep Learning

Image classification (persons, animals, other) on raspberry pi from pi-camera TensorFlow Lite

Yelp’s Best Burritos

Predicting Chaotic Systems Using Reservoir Computing

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
HPA

HPA

Official HPA (High Performance Analytics) account. Follow us to keep informed on #DataAnalytics | #MachineLearning | #DataScience | #PredictiveAnalytics

More from Medium

Introduction to Neural Networks Part-1

Batsman Dismissal Classification(Cricket)

Handwritten Digit Classification With Feedforward Neural Networks

A simple guide to Bidirectional LSTM(with Keras implementation)