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The Top 213 Optical Flow Open Source Projects on Github

Categories > Mathematics > Optical Flow
Deep Learning For Tracking And Detection ⭐ 1,815
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
Voxelmorph ⭐ 1,257
Unsupervised Learning for Image Registration
Pwc Net ⭐ 918
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
Flownet2 ⭐ 893
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Vpp ⭐ 620
Video++, a C++14 high performance video and image processing library.
Liteflownet ⭐ 482
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
Pyflow ⭐ 478
Fast, accurate and easy to run dense optical flow with python wrapper
Flownet2 Tf ⭐ 362
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Selflow ⭐ 351
SelFlow: Self-Supervised Learning of Optical Flow
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)
Cc ⭐ 283
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Maskflownet ⭐ 274
[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
Toflow ⭐ 245
TOFlow: Video Enhancement with Task-Oriented Flow
Df Vo ⭐ 232
Depth and Flow for Visual Odometry
Unflow ⭐ 217
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
Clover ⭐ 212
ROS-based framework and RPi image to control PX4-powered drones 🍀
Ransac Flow ⭐ 201
(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
Liteflownet2 ⭐ 200
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
Opticalflowtoolkit ⭐ 194
Python-based optical flow toolkit for existing popular dataset
Pysteps ⭐ 191
Python framework for short-term ensemble prediction systems.
Df Net ⭐ 175
[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency
Hidden Two Stream ⭐ 168
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
Spynet ⭐ 152
Spatial Pyramid Network for Optical Flow
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.
Frvsr ⭐ 141
Frame-Recurrent Video Super-Resolution (official repository)
Video2tfrecord ⭐ 140
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.
Py Denseflow ⭐ 138
Extract TVL1 optical flows in python (multi-process && multi-server)
Densematchingbenchmark ⭐ 128
Dense Matching Benchmark
Flownet2 Docker ⭐ 124
Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
Netdef_models ⭐ 123
Repository for different network models related to flow/disparity (ECCV 18)
Matnet ⭐ 118
Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020)
Opticalflow_visualization ⭐ 111
Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
Flownet2.pytorch ⭐ 104
Off-the-shelf FlowNet module in PyTorch-0.3.0
Pwc Net_pytorch ⭐ 102
pytorch implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"
Back2future.pytorch ⭐ 98
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
Vcn ⭐ 94
Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.
Arflow ⭐ 94
The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".
Ficm ⭐ 94
🎮 [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!
Kfnet ⭐ 88
KFNet: Learning Temporal Camera Relocalization using Kalman Filtering (CVPR 2020 Oral)
Bridgedepthflow ⭐ 87
Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence, CVPR 2019
Denseflow ⭐ 83
Extracting optical flow and frames
Ddflow ⭐ 80
DDFlow: Learning Optical Flow with Unlabeled Data Distillation
Video_features ⭐ 78
Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as I3D, R(2+1)D, VGGish, ResNet features.
Speedy Vision Js ⭐ 73
GPU-accelerated Computer Vision for JavaScript.
Dispnet Flownet Docker ⭐ 72
Dockerfile and runscripts for DispNet and FlowNet1 (estimation of disparity and optical flow)
Pwcnet ⭐ 64
PWC-Network with TensorFlow
Objectflow ⭐ 60
Implemenation of the paper: "Video Segmentation via Object Flow", Y.-H. Tsai, M.-H. Yang and M. J. Black, CVPR 2016
Humanflow ⭐ 58
Learning Human Optical Flow
Motion Rcnn ⭐ 55
Motion R-CNN: Mask R-CNN with support for 3D motion estimation (prototype)
Pytoflow ⭐ 54
The py version of toflow → https://github.com/anchen1011/toflow
Avatar Facial Landmark Detection ⭐ 53
A method about optimizing the facial landmark detection based on Kalman Filter, Optical Flow and Dlib
Fastflownet ⭐ 53
A lightweight deep network for fast and accurate optical flow estimation.
Pyoptflow ⭐ 51
Optical Flow estimation in pure Python
Voof ⭐ 50
Visual odometry using optical flow and neural networks
Flowattack ⭐ 46
Attacking Optical Flow (ICCV 2019)
Eskf ⭐ 45
ROS Error-State Kalman Filter based on PX4/ecl. Performs GPS/Magnetometer/Vision Pose/Optical Flow/RangeFinder fusion with IMU
Doplearning ⭐ 44
Code for "Unsupervised Learning of Depth, Optical Flow and Pose with Occlusion from 3D Geometry"
Im2flow ⭐ 44
Im2Flow: Motion Hallucination from Static Images for Action Recognition (CVPR 2018)
Crowdflow ⭐ 43
Optical Flow Dataset and Benchmark for Visual Crowd Analysis
Super Slomo Tf2 ⭐ 43
Tensorflow 2 implementation of Super Slo Mo paper
Optical Flow ⭐ 41
This repository is for my article "Introduction to Motion Estimation with Optical Flow" published with Nanonets.
Back2future ⭐ 39
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
Flownet2.tf ⭐ 36
Off-the-shelf FlowNet module in TensorFlow-1.2.0
Vision Based_estimations ⭐ 33
Vision-based Robot 3D Pose and Velocities Estimations
Adns3080 ⭐ 33
Example code for the ADNS-3080 optical flow sensor
Briefmatch ⭐ 32
BriefMatch real-time GPU optical flow
Rloflib ⭐ 32
Robust Local Optical Flow (RLOF)
Computer Vision ⭐ 32
Cool Vision projects
Optical Flow Gpu Docker ⭐ 32
Compute dense optical flow using TV-L1 algorithm with NVIDIA GPU acceleration.
Maskflownet Pytorch ⭐ 30
Pytorch implementation of MaskFlownet
Deepof ⭐ 27
TensorFlow implementation for "Guided Optical Flow Learning"
Correlation_flow ⭐ 26
ROS package for Correlation Flow (ICRA 2018)
Guidednet ⭐ 25
Caffe implementation for "Guided Optical Flow Learning"
Eppm ⭐ 25
CUDA implementation of the paper "Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow" in CVPR 2014.
Deep Action Detection ⭐ 23
Multi-stream CNN architectures for action detection with actor-centric filtering
Netdef Docker ⭐ 22
DispNet3, FlowNet3, FlowNetH, SceneFlowNet -- in Docker
Pclnet ⭐ 21
Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM.
Optiflow ⭐ 21
Optical flow plugin for Unreal Engine 4
Joint Motion Estimation And Segmentation ⭐ 20
[MICCAI'18] Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences
Pytrx ⭐ 19
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.
Flow Io Opencv ⭐ 18
Fork and OpenCV wrapper of the optical flow I/O and visualization code provided as part of the Sintel dataset [1].
Face Detection And Tracking ⭐ 18
Face Detection and tracking using CamShift, Kalman Filter, Optical Flow
Adas ⭐ 17
Surround View System for Detecting close Obstacles
Pytyphoon ⭐ 17
Python implementation of Typhoon algorithm: dense estimation of 2D-3D optical flow on wavelet bases.
Humanflow2 ⭐ 17
Official repository of Learning Multi-Human Optical Flow (IJCV 2019)
Real Time Abnormal Events Detection And Tracking In Surveillance System ⭐ 17
The main abnormal behaviors that this project can detect are: Violence, covering camera, Choking, lying down, Running, Motion in restricted areas. It provides much flexibility by allowing users to choose the abnormal behaviors they want to be detected and keeps track of every abnormal event to be reviewed. We used three methods to detect abnormal behaviors: Motion influence map, Pattern recognition models, State event model. For multi-camera tracking, we combined a single camera tracking algorithm with a spatial based algorithm.
Motion Estimation Using Speeded Up Robust Features Surf And Oriented Fast Rotated Brief Orb ⭐ 16
Lucas Kanade Tracking And Correlation Filters ⭐ 16
An implementation of several tracking algorithms based on Lucas Kanade algorithms
Activity Recognition ⭐ 16
Multilevel model for activity recognition in basketball using Optical Flow, LSTM and CNN
Epc ⭐ 16
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding
Flownet2 Colab ⭐ 16
Google Colab notebook for running Nvidia flownet2-pytorch
Unrigidflow ⭐ 15
Official PyTorch Implementation of Unsupervised Learning of Scene Flow Estimation Fusing with Local Rigidity
Video Dataset To Optical Flow ⭐ 14
由视频数据集生成optical flow，frames，warped flow
Optical Flow Based Obstacle Avoidance ⭐ 13
Image based obstacle avoidance using optical flow
Dvtsr ⭐ 12
PyTorch Implementation of "Robust Temporal Super-Resolution for Dynamic Motion Video", ICCVW, AIM2019
Pwc Net.pytorch ⭐ 11
Off-the-shelf PWC-Net module in PyTorch-1.0＋
Pyimof ⭐ 10
Python package for optical flow estimation
Deepepisodicmemory ⭐ 10
Deep neural network architecture for representing robot experiences in an episodic-like memory which facilitates encoding, recalling, and predicting action experience - Research Project at KIT's High Performance Humanoids Technologies Lab (H2T)
Flowty ⭐ 10
The swiss army knife for extracting optical flow
Life ⭐ 10
Code for "LIFE: Lighting Invariant Flow Estimation"
1-100 of 213 projects

Related Projects

Python Optical Flow Projects (113)
Computer Vision Optical Flow Projects (55)
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Python Computer Vision Optical Flow Projects (30)
Opencv Optical Flow Projects (28)
Python Deep Learning Optical Flow Projects (26)
Tensorflow Optical Flow Projects (21)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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