Optical Flow with RAFT: Part 1

Dive into Deep Learning for Optical Flow

In this post we will learn about a flagship deep learning approach to Optical Flow that won the 2020 ECCV best paper award and has been cited over 1000 times. It is also the basis for many top performing models on the KITTI benchmark. This model is called RAFT: Recurrent All-Pairs Field Transforms for Optical Flow and is readily available in PyTorch or on GitHub. …

computer vision deep learning neural networks optical flow thoughts-and-theory