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The Top 494 Optical Flow Open Source Projects

Categories > Mathematics > Optical Flow
Deep Learning For Tracking And Detection ⭐ 2,085
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
most recent commit a month ago
Voxelmorph ⭐ 1,665
Unsupervised Learning for Image Registration
total releases 2most recent commit 11 days ago
Artistic Videos ⭐ 1,543
Torch implementation for the paper "Artistic style transfer for videos"
most recent commit 5 years ago
Pwc Net ⭐ 1,394
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
most recent commit 3 months ago
Frame Interpolation ⭐ 1,362
FILM: Frame Interpolation for Large Motion, In ECCV 2022.
most recent commit 19 hours ago
Flownet2 ⭐ 893
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
most recent commit 3 years ago
Pixelflow ⭐ 858
A Processing/Java library for high performance GPU-Computing (GLSL). Fluid Simulation + SoftBody Dynamics + Optical Flow + Rendering + Image Processing + Particle Systems + Physics +...
most recent commit 5 years ago
Fastmot ⭐ 786
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
most recent commit 10 months ago
Mmflow ⭐ 661
OpenMMLab optical flow toolbox and benchmark
total releases 7most recent commit 13 days ago
Vpp ⭐ 620
Video++, a C++14 high performance video and image processing library.
most recent commit 4 years ago
Geonet ⭐ 579
Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)
most recent commit 4 years ago
Optical.flow.demo ⭐ 523
A project that uses optical flow and machine learning to detect aimhacking in video clips.
most recent commit a year ago
Liteflownet ⭐ 522
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
most recent commit 5 months ago
Pyflow ⭐ 478
Fast, accurate and easy to run dense optical flow with python wrapper
most recent commit 3 years ago
Deepdreamanim ⭐ 477
DeepDream Animation Helper
most recent commit 4 years ago
Df Vo ⭐ 424
Depth and Flow for Visual Odometry
most recent commit 4 days ago
E2fgvi ⭐ 419
Official code for "Towards An End-to-End Framework for Flow-Guided Video Inpainting" (CVPR2022)
most recent commit 4 months ago
Selflow ⭐ 371
SelFlow: Self-Supervised Learning of Optical Flow
most recent commit 8 months ago
Flownet2 Tf ⭐ 362
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
most recent commit 4 years ago
Ransac Flow ⭐ 352
(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
most recent commit 5 months ago
Tfoptflow ⭐ 330
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)
most recent commit 3 years ago
Gpu_flow ⭐ 329
GPU based optical flow extraction in OpenCV
most recent commit 3 years ago
Few Shot Patch Based Training ⭐ 326
The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training
most recent commit 2 years ago
Pysteps ⭐ 306
Python framework for short-term ensemble prediction systems.
total releases 15most recent commit a month ago
Clover ⭐ 286
ROS-based framework and RPi image to control PX4-powered drones 🍀
most recent commit 3 days ago
Cc ⭐ 283
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
most recent commit 3 years ago
Vs Reid ⭐ 278
Video Object Segmentation with Re-identification
most recent commit 4 years ago
Gmflow ⭐ 278
[CVPR 2022 Oral] GMFlow: Learning Optical Flow via Global Matching
most recent commit 12 days ago
Maskflownet ⭐ 274
[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
most recent commit a year ago
Toflow ⭐ 245
TOFlow: Video Enhancement with Task-Oriented Flow
most recent commit 3 years ago
Liteflownet2 ⭐ 230
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
most recent commit 6 months ago
Unimatch ⭐ 229
Unifying Flow, Stereo and Depth Estimation
most recent commit 8 days ago
Unflow ⭐ 217
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
most recent commit 3 years ago
Action_recognition_zoo ⭐ 202
Codes for popular action recognition models, verified on the something-something data set.
most recent commit 4 years ago
Opticalflowtoolkit ⭐ 194
Python-based optical flow toolkit for existing popular dataset
most recent commit 3 years ago
Of_dis ⭐ 191
Fast Optical Flow using Dense Inverse Search (DIS)
most recent commit 6 years ago
Video_features ⭐ 190
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.
most recent commit 2 months ago
Denseflow ⭐ 177
Extracting optical flow and frames
most recent commit 9 months ago
Df Net ⭐ 175
[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency
most recent commit 4 years ago
Hidden Two Stream ⭐ 168
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
most recent commit 5 years ago
Awesome Optical Flow ⭐ 164
This is a list of awesome paper about optical flow and related work.
most recent commit 12 days ago
Irr ⭐ 162
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation (CVPR 2019)
most recent commit 8 months ago
Fastflownet ⭐ 154
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)
most recent commit 13 hours ago
Spynet ⭐ 152
Spatial Pyramid Network for Optical Flow
most recent commit 2 years ago
Tfvos ⭐ 150
Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.
most recent commit 4 years ago
Awesome Video Stabilization ⭐ 145
A curated list of video stabilization methods
most recent commit 4 months ago
Video2tfrecord ⭐ 142
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.
most recent commit a year ago
Frvsr ⭐ 141
Frame-Recurrent Video Super-Resolution (official repository)
most recent commit 3 years ago
Py Denseflow ⭐ 138
Extract TVL1 optical flows in python (multi-process && multi-server)
most recent commit 5 years ago
Matnet ⭐ 137
Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020)
most recent commit a year ago
Densematchingbenchmark ⭐ 136
Dense Matching Benchmark
most recent commit a year ago
Awesome Optical Flow Algorithm ⭐ 133
A curated list of resources dedicated to optical flow algorithms. Feel free to make PRs to contribute.
most recent commit a month ago
Flownet2 Docker ⭐ 124
Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
most recent commit 3 years ago
Netdef_models ⭐ 123
Repository for different network models related to flow/disparity (ECCV 18)
most recent commit 3 years ago
Ifrnet ⭐ 121
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)
most recent commit 12 hours ago
Opticalflow_visualization ⭐ 111
Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
most recent commit 3 years ago
Ezflow ⭐ 111
A modular PyTorch library for optical flow estimation using neural networks
total releases 5most recent commit 24 days ago
Expansion ⭐ 105
Upgrading Optical Flow to 3D Scene Flow through Optical Expansion, CVPR 2020 (Oral).
most recent commit a year ago
Cpm ⭐ 105
Efficient Coarse-to-Fine PatchMatch for Large Displacement Optical Flow, CVPR 2016
most recent commit 2 years ago
Flownet2.pytorch ⭐ 104
Off-the-shelf FlowNet module in PyTorch-0.3.0
most recent commit 5 years ago
Deq Flow ⭐ 102
[CVPR 2022] Deep Equilibrium Optical Flow Estimation
most recent commit 4 months ago
Mrflow ⭐ 99
Code for the paper "Optical Flow in Mostly Rigid Scenes" by Jonas Wulff, Laura Sevilla-Lara, Michael Black, CVPR 2017
most recent commit 3 years ago
Back2future.pytorch ⭐ 98
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
most recent commit 3 years ago
Vcn ⭐ 94
Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.
most recent commit 2 years ago
Ficm ⭐ 94
🎮 [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!
most recent commit 2 years ago
Arflow ⭐ 94
The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".
most recent commit 2 years ago
Scopeflow ⭐ 90
Dynamic Scene Scoping for Optical Flow (CVPR 2020)
most recent commit 8 months ago
Flow1d ⭐ 89
[ICCV 2021 Oral] High-Resolution Optical Flow from 1D Attention and Correlation
most recent commit 12 days ago
Kfnet ⭐ 88
KFNet: Learning Temporal Camera Relocalization using Kalman Filtering (CVPR 2020 Oral)
most recent commit 2 years ago
Bridgedepthflow ⭐ 87
Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence, CVPR 2019
most recent commit 3 years ago
Undepthflow ⭐ 83
most recent commit 4 years ago
Reconet Pytorch ⭐ 82
Realtime Coherent Style Transfer for Videos
most recent commit a year ago
Ddflow ⭐ 80
DDFlow: Learning Optical Flow with Unlabeled Data Distillation
most recent commit 3 years ago
Ofxmioflowglsl ⭐ 80
Optical Flow GPU Version - based upon Andrew Benson's solution
most recent commit 2 years ago
Pcaflow ⭐ 75
most recent commit 6 months ago
Openvision ⭐ 72
OpenVisionLibrary
most recent commit 5 years ago
Dispnet Flownet Docker ⭐ 72
Dockerfile and runscripts for DispNet and FlowNet1 (estimation of disparity and optical flow)
most recent commit 6 years ago
Camliflow ⭐ 71
[CVPR 2022 Oral] CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation
most recent commit 5 months ago
Ev Flownet ⭐ 69
Code for the paper "EV-FlowNet: Self-Supervised Optical Flow for Event-based Cameras"
most recent commit 3 years ago
Self Driving ⭐ 66
Machine learning models for self-driving cars
most recent commit 6 years ago
Pwcnet ⭐ 64
PWC-Network with TensorFlow
most recent commit a year ago
Unity Optical Flow ⭐ 63
A simple optical flow implementation by fragment shader for Unity.
most recent commit 5 years ago
Objectflow ⭐ 60
Implemenation of the paper: "Video Segmentation via Object Flow", Y.-H. Tsai, M.-H. Yang and M. J. Black, CVPR 2016
most recent commit 5 years ago
Epicflow ⭐ 59
A Matlab wrapper for EpicFlow
most recent commit 4 years ago
Netwarp_public ⭐ 58
Semantic Video CNNs through Representation Warping. ICCV 2017
most recent commit 5 years ago
Humanflow ⭐ 58
Learning Human Optical Flow
most recent commit 4 years ago
Localization ⭐ 58
Range based Localization ROS Package (IROS 2017)
most recent commit 4 months ago
M2m_vfi ⭐ 56
Many-to-many Splatting for Efficient Video Frame Interpolation
most recent commit 2 months ago
Pyoptflow ⭐ 56
Optical Flow estimation in pure Python
total releases 7most recent commit a year ago
Torch Warp ⭐ 56
Fully automatic optical flow based image morphing implemented in Torch
most recent commit 3 years ago
Motion Rcnn ⭐ 55
Motion R-CNN: Mask R-CNN with support for 3D motion estimation (prototype)
most recent commit 4 years ago
Demfi ⭐ 55
Official repository of DeMFI (ECCV 2022).
most recent commit a month ago
Multi Object Tracking ⭐ 55
yolov3, deep_sort and optical flow
most recent commit 4 years ago
Pytoflow ⭐ 54
The py version of toflow → https://github.com/anchen1011/toflow
most recent commit 3 years ago
Avatar Facial Landmark Detection ⭐ 53
A method about optimizing the facial landmark detection based on Kalman Filter, Optical Flow and Dlib
most recent commit 4 years ago
Forward Warp ⭐ 52
An optical flow forward warp's lib with backpropagation using pytorch.
most recent commit a year ago
Deep Flow ⭐ 52
most recent commit 7 years ago
Voof ⭐ 50
Visual odometry using optical flow and neural networks
most recent commit a year ago
Unusual Human Activity Detection ⭐ 49
To detect the abnormal/unusual human activities in a video
most recent commit 3 years ago
Panorama Opticalflow ⭐ 48
A panorama stitching algorithm based on asymmetric bidirectional optical flow.
most recent commit 5 months ago
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