SAILenv
SAILenv is a Virtual Environment powered by Unity3D. It includes 3 pre-built scenes with full pixel-wise annotations. SAILenv is capable of generating frames at real-time speed, complete with pixel-wise annotations, optical flow and depth.
SAILenv also comes with a Python API, designed to easily integrate with the most common learning frameworks available.
SAILenv is a running project at SAILab. More information is available at the project page. Source code and executables are also available there.