Deep Learning

Generating disparity maps using Convolutional Neural Networks

Extract 3D information from a single static 2D image, using CNNs and computer-generated dataset.

Intuitive Physics: Understanding Dynamics in Real World Physical Scenes

Using machine learning and physics engines to build models able to better understand dynamics in the surrounding world.