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The Top 44 Optical Flow Open Source Projects
Categories
>
Mathematics
>
Optical Flow
Deep Learning For Tracking And Detection
⭐
1,662
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
Pwc Net
⭐
1,111
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
Voxelmorph
⭐
1,004
Unsupervised Learning for Image Registration
Flownet2
⭐
933
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Vpp
⭐
652
Video++, a C++14 high performance video and image processing library.
Pyflow
⭐
549
Fast, accurate and easy to run dense optical flow with python wrapper
Liteflownet
⭐
466
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
Tfoptflow
⭐
411
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
⭐
373
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Cc
⭐
339
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Selflow
⭐
313
SelFlow: Self-Supervised Learning of Optical Flow
Toflow
⭐
303
TOFlow: Video Enhancement with Task-Oriented Flow
Unflow
⭐
238
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
Ransac Flow
⭐
234
(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
Maskflownet
⭐
228
[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
Fastmot
⭐
225
High-performance multiple object tracking based on YOLOv3/v4, Deep SORT, and optical flow
Df Vo
⭐
212
Depth and Flow for Visual Odometry
Opticalflowtoolkit
⭐
211
Python-based optical flow toolkit for existing popular dataset
Df Net
⭐
189
[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency
Liteflownet2
⭐
188
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
Hidden Two Stream
⭐
179
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
Opticalflow_visualization
⭐
171
Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
Clover
⭐
170
ROS-based framework and RPi image to control PX4-powered drones 🍀
Py Denseflow
⭐
159
Extract TVL1 optical flows in python (multi-process && multi-server)
Spynet
⭐
157
Spatial Pyramid Network for Optical Flow
Frvsr
⭐
155
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.
Pysteps
⭐
151
Python framework for short-term ensemble prediction systems.
Video2tfrecord
⭐
135
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.
Flownet2 Docker
⭐
132
Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
Netdef_models
⭐
127
Repository for different network models related to flow/disparity (ECCV 18)
Densematchingbenchmark
⭐
120
Dense Matching Benchmark
Vcn
⭐
116
Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.
Arflow
⭐
116
The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".
Pwc Net_pytorch
⭐
110
pytorch implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"
Back2future.pytorch
⭐
103
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
Ddflow
⭐
98
DDFlow: Learning Optical Flow with Unlabeled Data Distillation
Ficm
⭐
90
🎮 [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!
Pytoflow
⭐
80
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
⭐
60
ROS Error-State Kalman Filter based on PX4/ecl. Performs GPS/Magnetometer/Vision Pose/Optical Flow/RangeFinder fusion with IMU
Pyoptflow
⭐
48
Optical Flow estimation in pure Python
Adns3080
⭐
35
Example code for the ADNS-3080 optical flow sensor
Lucas Kanade Tracking And Correlation Filters
⭐
19
An implementation of several tracking algorithms based on Lucas Kanade algorithms
1-44 of 44 projects
Advertising
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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