DAGER: Deep Age, Gender and Emotion Recognition Using Convolutional Neural Network

Understand

This paper describes the details of Sighthound's fully automated age, gender and emotion recognition system.

• The backbone of our system consists of several deep convolutional neural networks that are not only computationally inexpensive, but also provide state-of-the-art results on several competitive benchmarks.
• To power our novel deep networks, we collected large labeled datasets through a semi-supervised pipeline to reduce the annotation effort/time.
• We tested our system on several public benchmarks and report outstanding results.