Awesome Open Source
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The Top 44 Optical Flow Open Source Projects

Categories > Mathematics > Optical Flow
Deep Learning For Tracking And Detection ⭐ 1,731
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
Pwc Net ⭐ 1,163
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
Voxelmorph ⭐ 1,091
Unsupervised Learning for Image Registration
Flownet2 ⭐ 944
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Vpp ⭐ 660
Video++, a C++14 high performance video and image processing library.
Pyflow ⭐ 570
Fast, accurate and easy to run dense optical flow with python wrapper
Liteflownet ⭐ 477
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
Tfoptflow ⭐ 420
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)
Flownet2 Tf ⭐ 377
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Cc ⭐ 358
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Fastmot ⭐ 333
High-performance multiple object tracking based on YOLO, Deep SORT, and optical flow
Selflow ⭐ 324
SelFlow: Self-Supervised Learning of Optical Flow
Toflow ⭐ 319
TOFlow: Video Enhancement with Task-Oriented Flow
Ransac Flow ⭐ 278
(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
Df Vo ⭐ 256
Depth and Flow for Visual Odometry
Maskflownet ⭐ 248
[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
Unflow ⭐ 241
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
Opticalflowtoolkit ⭐ 222
Python-based optical flow toolkit for existing popular dataset
Liteflownet2 ⭐ 198
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
Df Net ⭐ 191
[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency
Opticalflow_visualization ⭐ 189
Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
Clover ⭐ 183
ROS-based framework and RPi image to control PX4-powered drones 🍀
Hidden Two Stream ⭐ 179
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
Pysteps ⭐ 168
Python framework for short-term ensemble prediction systems.
Py Denseflow ⭐ 163
Extract TVL1 optical flows in python (multi-process && multi-server)
Spynet ⭐ 159
Spatial Pyramid Network for Optical Flow
Frvsr ⭐ 159
Frame-Recurrent Video Super-Resolution (official repository)
Tfvos ⭐ 151
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.
Video2tfrecord ⭐ 139
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.
Arflow ⭐ 139
The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".
Flownet2 Docker ⭐ 138
Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
Netdef_models ⭐ 130
Repository for different network models related to flow/disparity (ECCV 18)
Densematchingbenchmark ⭐ 123
Dense Matching Benchmark
Vcn ⭐ 118
Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.
Pwc Net_pytorch ⭐ 114
pytorch implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"
Back2future.pytorch ⭐ 105
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
Ddflow ⭐ 101
DDFlow: Learning Optical Flow with Unlabeled Data Distillation
Ficm ⭐ 94
🎮 [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!
Pytoflow ⭐ 85
The py version of toflow → https://github.com/anchen1011/toflow
Dispnet Flownet Docker ⭐ 78
Dockerfile and runscripts for DispNet and FlowNet1 (estimation of disparity and optical flow)
Eskf ⭐ 64
ROS Error-State Kalman Filter based on PX4/ecl. Performs GPS/Magnetometer/Vision Pose/Optical Flow/RangeFinder fusion with IMU
Pyoptflow ⭐ 50
Optical Flow estimation in pure Python
Adns3080 ⭐ 38
Example code for the ADNS-3080 optical flow sensor
Lucas Kanade Tracking And Correlation Filters ⭐ 22
An implementation of several tracking algorithms based on Lucas Kanade algorithms
1-44 of 44 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210