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optical-flow

Here are 357 public repositories matching this topic...

abhineet123 / Deep-Learning-for-Tracking-and-Detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

tracking deep-learning detection segmentation object-detection optical-flow papers tracking-by-detection code-collection paper-collection

Updated Mar 13, 2022
Shell

voxelmorph / voxelmorph

Unsupervised Learning for Image Registration

machine-learning deep-learning diffeomorphism optical-flow unsupervised-learning probabilistic image-registration image-alignment

Updated Mar 16, 2022
Python

NVlabs / PWC-Net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

caffe computer-vision pytorch deeplearning optical-flow cvpr2018 pwc-net

Updated May 2, 2020
Python

lmb-freiburg / flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

caffe cnn optical-flow cvpr

Updated Jul 30, 2019
C++

matt-42 / vpp

Sponsor

Video++, a C++14 high performance video and image processing library.

c-plus-plus tracking image-processing video-processing image-processing-library optical-flow

Updated Feb 7, 2019
C++

pathak22 / pyflow

Fast, accurate and easy to run dense optical flow with python wrapper

computer-vision image-processing optical-flow python-optical-flow dense-flow

Updated May 31, 2019
C++

optical.flow.demo

waldo-vision / optical.flow.demo

A project that uses optical flow and machine learning to detect aimhacking in video clips.

opencv machine-learning deep-learning gaming fps anticheat optical-flow anti-cheat opencv-python fps-shooter

Updated Nov 20, 2021
Python

google-research / frame-interpolation

FILM: Frame Interpolation for Large Motion, In arXiv 2022.

video optical-flow frame-interpolation splatting forward-warp

Updated Mar 17, 2022
Python

twhui / LiteFlowNet

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

caffe computer-vision tensorflow cnn pytorch deeplearning optical-flow cudnn untar cvpr2018 liteflownet

Updated Jun 5, 2021
C++

philferriere / tfoptflow

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)

computer-vision deep-learning tensorflow optical-flow kitti-dataset motion-estimation mpi-sintel flying-chairs cvpr2018 pwc-net

Updated Aug 1, 2019
Jupyter Notebook

open-mmlab / mmflow

OpenMMLab optical flow toolbox and benchmark

pytorch optical-flow openmmlab

Updated Mar 20, 2022
Python

anuragranj / cc

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

deep-learning optical-flow unsupervised-learning adversarial camera-pose depth-prediction motion-segmentation adversarial-collaboration

Updated Aug 16, 2019
Python

sampepose / flownet2-tf

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

tensorflow cnn optical-flow flownet flownet2

Updated Oct 9, 2018
Python

ppliuboy / SelFlow

SelFlow: Self-Supervised Learning of Optical Flow

deep-learning optical-flow unsupervised-learning unflow self-supervised-learning

Updated Mar 12, 2022
Python

anchen1011 / toflow

TOFlow: Video Enhancement with Task-Oriented Flow

video deep-learning interpolation motion-detection dataset video-processing optical-flow super-resolution video-demo video-denoising video-deblocking

Updated Nov 11, 2019
MATLAB

Huangying-Zhan / DF-VO

Depth and Flow for Visual Odometry

optical-flow depth-estimation visual-odometry self-supervised-learning icra2020

Updated Mar 14, 2022
Python

XiSHEN0220 / RANSAC-Flow

(ECCV 2020) RANSAC-Flow: generic two-stage image alignment

optical-flow 3d-reconstruction image-alignment eccv202 art-image

Updated Nov 3, 2020
Jupyter Notebook

microsoft / MaskFlownet

[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask

optical-flow sintel kitti feature-matching occlusion cvpr2020 feature-warping

Updated Jun 15, 2021
Python

tomrunia / OpticalFlow_Visualization

Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge

visualization python opencv motion vision optical-flow iccv

Updated Nov 5, 2020
Python

pySTEPS / pysteps

Open

Options for quiverkey when plotting motion fields

1

miaoneng commented Aug 14, 2020

It would be good to give an option that allow a quiverkey (legend) to be added to motion fields, otherwise it would be difficult to accurately read speed from motion plots.

See example below

Since quiver function didn't return a quiver object, so it is hard to do that

Read more

good first issue

Open

lat/lon of grid points

5

simonmeister / UnFlow

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

computer-vision deep-learning tensorflow optical-flow flownet unsupervised-learning unflow

Updated Feb 17, 2020
Python

liruoteng / OpticalFlowToolkit

Python-based optical flow toolkit for existing popular dataset

python optical-flow middlebury ground-truth sintel kitti

Updated Jun 29, 2019
Python

CopterExpress / clover

ROS-based framework and RPi image to control PX4-powered drones 🍀

education raspberry-pi computer-vision drone quadcopter robotics aruco ros px4 optical-flow mavros

Updated Mar 16, 2022
C++

twhui / LiteFlowNet2

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020

caffe computer-vision cnn deeplearning optical-flow liteflownet2

Updated May 17, 2021
Python

vt-vl-lab / DF-Net

[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency

depth optical-flow self-supervised-learning

Updated Sep 11, 2018
Python

lliuz / ARFlow

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

pytorch optical-flow unsupervised-learning self-supervised-learning cvpr2020

Updated Feb 16, 2021
Python

qijiezhao / py-denseflow

Extract TVL1 optical flows in python (multi-process && multi-server)

python optical-flow tvl1

Updated Jan 14, 2018
Python

open-mmlab / denseflow

Open

image type restriction when using frames input

1

csatsurnh commented Jul 10, 2020

image type restrict to ".jpg" when using frames input, could add ".jpeg" ".png" etc.

Read more

enhancement good first issue

anuragranj / spynet

Spatial Pyramid Network for Optical Flow

deep-learning convolutional-networks optical-flow spatial-pyramid-network spynet

Updated Sep 23, 2020
Lua

msmsajjadi / FRVSR

Frame-Recurrent Video Super-Resolution (official repository)

google deep-learning neural-networks publication optical-flow super-resolution max-planck-institute video-super-resolution video-enhancement cvpr2018 frvsr

Updated Aug 8, 2019

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