(video) Torch Points3D — A unifying framework for deep learning on point clouds, Thomas Chaton

2nd Workshop on 3D-Deep Learning for Autonomous Driving IV 2020 Las Vegas

Title : Torch Points3D — A unifying framework for deep learning on point clouds

Speaker : Thomas Chaton

Abstract : Research in Deep Learning for point cloud data has boomed in the past few years resulting in rapid improvements of state of art (SOTA) results on common benchmarks. Yet, developing new architecture and evaluating the real impact of new contributions remains a challenge. We propose an open source framework that enables easy reproduction of the existing SOTA models and exploration of new models.