Render for CNN: Viewpoint Estimation in Images Using CNNs Trained With Rendered 3D Model Views

Object viewpoint estimation from 2D images is an essential task in computer vision. However, two issues hinder its progress: scarcity of training data with viewpoint annotations, and a lack of powerfu