Machine Learning / Tools
ReTouch is an OpenGL application that enables editing and retouching of images using depth-maps in 2.5D. The depth maps are generated by Volume, a state of the art tool, that uses a CNN (Convolutional Neural Network) to predict depth-maps from 2D images . ReTouch uses these depth-maps to enable the addition of depth of field and color retouching for the foreground and background separately.
Developed by under the advisement of Prof. Ken Perlin and Prof. Daniele Panozzo @ Computer Science Department, New York University