#Optical-flow
Showing 31 of 31 repositories tagged #optical-flow, ranked by stars
Unsupervised Learning for Image Registration
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
Fast, accurate and easy to run dense optical flow with python wrapper
This is a list of awesome paper about optical flow and related work.
ROS-based framework and RPi image to control PX4-powered drones 🍀
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
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)
A project that uses optical flow and machine learning to detect aimhacking in video clips.
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
Text2Cinemagraph: Text-Guided Synthesis of Eulerian Cinemagraphs [SIGGRAPH ASIA 2023]
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.
autoupdate paper list
[CVPR 2023] Rethinking Optical Flow from Geometric Matching Consistent Perspective
[ICCV'2025 Highlight] MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation
ROS 2 integration of Meta’s DINOv3 backbone with lightweight heads for vision tasks.
Pytorch implementation of MaskFlownet
Dockerfile and runscripts for DispNet and FlowNet1 (estimation of disparity and optical flow)
[ECCV 2022] Official repository of DeMFI.
Code for T-ITS paper "Unsupervised Learning of Depth, Optical Flow and Pose with Occlusion from 3D Geometry" and for ICRA paper "Unsupervised Learning of Monocular Depth and Ego-Motion Using Multiple Masks".
PWC-Network with TensorFlow
Optical Flow Processing Stack
Robust Local Optical Flow (RLOF)
Implemenation of the paper: "Video Segmentation via Object Flow", Y.-H. Tsai, M.-H. Yang and M. J. Black, CVPR 2016
DeepDream for video with temporal consistency. Features RAFT optical flow estimation and occlusion masking to prevent ghosting. A PyTorch implementation.
Tensorflow 2 implementation of Super SloMo paper
An annotation and instance segmentation-based multi-object tracking and behavior analysis package.
PyTorch implementation of the classical optical flow visualization by Baker et al. [ICCV 2007].