Top 76 optical-flow open source projects

Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM.

ROS package for Correlation Flow (ICRA 2018)

Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence, CVPR 2019

TensorFlow implementation for "Guided Optical Flow Learning"

Attacking Optical Flow (ICCV 2019)

PyTrx is a Python object-oriented programme created for the purpose of calculating real-world measurements from oblique images and time-lapse image series. Its primary purpose is to obtain velocities, surface areas, and distances from oblique, optical imagery of glacial environments.

Pure Pytorch implementation of Correlation Layer that commonly used in learning based optical flow estimator

Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding

[ICCV 2021 Oral] High-Resolution Optical Flow from 1D Attention and Correlation

Caffe implementation for "Guided Optical Flow Learning"

Official repository of Learning Multi-Human Optical Flow (IJCV 2019)

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

OpenMMLab optical flow toolbox and benchmark

Image based obstacle avoidance using optical flow

[MICCAI'18] Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences