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The Wayback Machine - https://web.archive.org/web/20200728033346/https://github.com/topics/optical-flow
Here are
243 public repositories
matching this topic...
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
Updated
May 2, 2020
Python
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Unsupervised Learning for Image Registration
Updated
Jul 17, 2020
Python
Video++, a C++14 high performance video and image processing library.
Fast, accurate and easy to run dense optical flow with python wrapper
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Updated
Oct 9, 2018
Python
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)
Updated
Aug 1, 2019
Jupyter Notebook
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Updated
Aug 16, 2019
Python
SelFlow: Self-Supervised Learning of Optical Flow
Updated
Jun 11, 2020
Python
TOFlow: Video Enhancement with Task-Oriented Flow
Updated
Nov 11, 2019
MATLAB
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
Updated
Feb 17, 2020
Python
Python-based optical flow toolkit for existing popular dataset
Updated
Jun 29, 2019
Python
[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency
Updated
Sep 11, 2018
Python
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
Updated
Jul 11, 2020
Python
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
Updated
Jun 6, 2020
Python
Depth and Flow for Visual Odometry
Updated
May 10, 2020
Python
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.
Updated
Dec 6, 2018
Jupyter Notebook
Extract TVL1 optical flows in python (multi-process && multi-server)
Updated
Jan 14, 2018
Python
Frame-Recurrent Video Super-Resolution (official repository)
Spatial Pyramid Network for Optical Flow
Software, RPi image and documentation for Clover drone kit
Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
Updated
Apr 2, 2020
Python
(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
Updated
Jul 22, 2020
Jupyter Notebook
Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
Updated
Aug 2, 2019
Shell
Repository for different network models related to flow/disparity (ECCV 18)
Updated
Jul 17, 2019
Python
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.
Updated
Mar 30, 2020
Python
Python framework for short-term ensemble prediction systems.
Updated
Jul 22, 2020
Python
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