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The Top 23 Optical Flow Open Source Projects

Open source projects categorized as Optical Flow
Categories > Mathematics > Optical Flow
Frame Interpolation ⭐ 2,283
FILM: Frame Interpolation for Large Motion, In ECCV 2022.
most recent commit 8 months ago
Deep Learning For Tracking And Detection ⭐ 2,270
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
most recent commit 5 months ago
Co Tracker ⭐ 2,205
CoTracker is a model for tracking any point (pixel) on a video.
most recent commit 3 months ago
Voxelmorph ⭐ 2,025
Unsupervised Learning for Image Registration
total releases 2most recent commit 4 months ago
Artistic Videos ⭐ 1,543
Torch implementation for the paper "Artistic style transfer for videos"
most recent commit 6 years ago
Pwc Net ⭐ 1,394
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
most recent commit 2 years ago
Flownet2 ⭐ 893
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
most recent commit 5 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 6 years ago
Fastmot ⭐ 786
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
most recent commit 2 years ago
Mmflow ⭐ 703
OpenMMLab optical flow toolbox and benchmark
total releases 10most recent commit a year ago
Unimatch ⭐ 657
[TPAMI'23] Unifying Flow, Stereo and Depth Estimation
most recent commit 7 months ago
Vpp ⭐ 620
Video++, a C++14 high performance video and image processing library.
most recent commit 5 years ago
E2fgvi ⭐ 591
Official code for "Towards An End-to-End Framework for Flow-Guided Video Inpainting" (CVPR2022)
most recent commit a year ago
Geonet ⭐ 579
Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)
most recent commit 5 years ago
Liteflownet ⭐ 543
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
most recent commit a year ago
Optical.flow.demo ⭐ 523
A project that uses optical flow and machine learning to detect aimhacking in video clips.
most recent commit 2 years ago
Gmflow ⭐ 521
[CVPR'22 Oral] GMFlow: Learning Optical Flow via Global Matching
most recent commit 3 months ago
Pyflow ⭐ 478
Fast, accurate and easy to run dense optical flow with python wrapper
most recent commit 5 years ago
Deepdreamanim ⭐ 477
DeepDream Animation Helper
most recent commit 6 years ago
Df Vo ⭐ 426
Depth and Flow for Visual Odometry
most recent commit a year ago
Video_features ⭐ 397
Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.
most recent commit 3 months ago
Pysteps ⭐ 389
Python framework for short-term ensemble prediction systems.
dependent packages 1total releases 20most recent commit 4 months agopypi pysteps} Downloads
Clover ⭐ 373
ROS-based framework and RPi image to control PX4-powered drones 🍀
most recent commit 8 days ago
The 3 Most Depended On Optical Flow Open Source Projects
Opticalflow_visualization ⭐ 111
Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
dependent packages 2total releases 1latest release April 02, 2020most recent commit 4 years agopypi flow-vis} Downloads
Glsl Optical Flow ⭐ 46
Optical flow shader for WebGL - BYORenderer.
dependent packages 2total releases 22latest release October 11, 2022most recent commit 2 years agonpm @epok.tech/glsl-optical-flow} Downloads
Pysteps ⭐ 389
Python framework for short-term ensemble prediction systems.
dependent packages 1total releases 20latest release January 25, 2023most recent commit 4 months agopypi pysteps} Downloads
The 10 Latest Releases In Optical Flow Open Source Projects
Ezflow ⭐ 123
A modular PyTorch library for optical flow estimation using neural networks
total releases 7latest release December 09, 2023most recent commit 5 months ago
Pysteps ⭐ 389
Python framework for short-term ensemble prediction systems.
dependent packages 1total releases 20latest release January 25, 2023most recent commit 4 months agopypi pysteps} Downloads
Glsl Optical Flow ⭐ 46
Optical flow shader for WebGL - BYORenderer.
dependent packages 2total releases 22latest release October 11, 2022most recent commit 2 years agonpm @epok.tech/glsl-optical-flow} Downloads
Ofps ⭐ 35
Optical Flow Processing Stack
total releases 2latest release August 09, 2022most recent commit 2 years ago
Mmflow ⭐ 703
OpenMMLab optical flow toolbox and benchmark
total releases 10latest release July 01, 2022most recent commit a year ago
Voxelmorph ⭐ 2,025
Unsupervised Learning for Image Registration
total releases 2latest release June 03, 2022most recent commit 4 months ago
Pyoptflow ⭐ 56
Optical Flow estimation in pure Python
total releases 7latest release October 18, 2021most recent commit 3 years ago
Flowpy ⭐ 7
Utilities for working with optical flows in python
total releases 8latest release February 08, 2021most recent commit 3 years ago
Flowvid ⭐ 7
Understand what's happening in an optical flow video with simple visualizations.
total releases 4latest release September 11, 2020most recent commit 4 years ago
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