optical-flow

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

FILM: Frame Interpolation for Large Motion, In ECCV 2022.

Unsupervised Learning for Image Registration

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

OpenMMLab optical flow toolbox and benchmark

Video++, a C++14 high performance video and image processing library.

Fast, accurate and easy to run dense optical flow with python wrapper

Official code for "Towards An End-to-End Framework for Flow-Guided Video Inpainting" (CVPR2022)

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

A project that uses optical flow and machine learning to detect aimhacking in video clips.

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

Depth and Flow for Visual Odometry

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

TOFlow: Video Enhancement with Task-Oriented Flow

Unifying Flow, Stereo and Depth Estimation

SelFlow: Self-Supervised Learning of Optical Flow

(ECCV 2020) RANSAC-Flow: generic two-stage image alignment

[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask