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The Top 23 Computer Vision Optical Flow Open Source Projects

Open source projects categorized as Computer Vision Optical Flow
Categories > Machine Learning > Computer Vision
Categories > Mathematics > Optical Flow
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
Fastmot ⭐ 786
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
most recent commit 2 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
Pyflow ⭐ 478
Fast, accurate and easy to run dense optical flow with python wrapper
most recent commit 5 years ago
Clover ⭐ 373
ROS-based framework and RPi image to control PX4-powered drones 🍀
most recent commit 9 days 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 5 years ago
Awesome Optical Flow ⭐ 311
This is a list of awesome paper about optical flow and related work.
most recent commit 3 months ago
Text2cinemagraph ⭐ 288
Text2Cinemagraph: Text-Guided Synthesis of Eulerian Cinemagraphs [SIGGRAPH ASIA 2023]
most recent commit 7 months ago
Liteflownet2 ⭐ 230
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
most recent commit 2 years ago
Unflow ⭐ 217
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
most recent commit 4 years ago
Crowdflow ⭐ 92
Optical Flow Dataset and Benchmark for Visual Crowd Analysis
most recent commit 9 months ago
Vehicle Speed Estimation ⭐ 91
Vehicle Speed Estimation from Video using Deep Learning and Optical Flow in PyTorch.
most recent commit 2 years ago
Pwcnet ⭐ 77
PWC-Network with TensorFlow
most recent commit a year 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 6 years ago
Demfi ⭐ 60
Official repository of DeMFI (ECCV 2022).
most recent commit a year ago
Super Slomo Tf2 ⭐ 57
Tensorflow 2 implementation of Super SloMo paper
most recent commit a year ago
Ofps ⭐ 35
Optical Flow Processing Stack
total releases 2most recent commit 2 years ago
Briefmatch ⭐ 32
BriefMatch real-time GPU optical flow
most recent commit 7 years ago
Rloflib ⭐ 32
Robust Local Optical Flow (RLOF)
most recent commit 5 years ago
Maskflownet Pytorch ⭐ 30
Pytorch implementation of MaskFlownet
most recent commit 4 years ago
Opical Flow Estimation With Raft ⭐ 27
Optical Flow Estimation using RAFT with PyTorch.
most recent commit 3 years ago
Eppm ⭐ 25
CUDA implementation of the paper "Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow" in CVPR 2014.
most recent commit 7 years ago
Hierarchical Graph Based Video Segmentation ⭐ 22
Implementation of the hierarchical graph-based video segmentation algorithm proposed by Grundmann et al. [1] based on the image segmentation algorithm by Felzenswalb and Huttenlocher [2].
most recent commit 5 years ago
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