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CNTK + LSTM + kinect v2 = Face analysis

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CNTK + LSTM + kinect v2 = Face analysis

3
3dcgc studio

1 Views • Jan 29, 2018

Description

Facial analysis application demonstrating some features like real-time LSTM classification, annotation, training tool and single frame evaluation.

CNTK - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit https://github.com/Microsoft/CNTK
We are using kinect v2 to extract 3d points from faces, then we select some specific points ( eye brow and nose) in each frame and then calculate Euclidean distance and vector orientation. With that result we evaluate in real time a sequence of frames with a LSTM neural network previously trained. The patterns evaluated are Neutral,Smile,Angry and Awe.