optical-flow

There are 43 repositories under optical-flow topic.

google-research / frame-interpolation
FILM: Frame Interpolation for Large Motion, In ECCV 2022.
optical-flow splatting video forward-warp frame-interpolation
Language:Python 2689
facebookresearch / co-tracker
CoTracker is a model for tracking any point (pixel) on a video.
optical-flow point-tracking track-anything
Language:Jupyter Notebook 2450
abhineet123 / Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
deep-learning object-detection detection tracking-by-detection tracking papers paper-collection code-collection segmentation optical-flow
Language:HTML 2385
voxelmorph / voxelmorph
Unsupervised Learning for Image Registration
deep-learning diffeomorphism image-alignment image-registration machine-learning optical-flow probabilistic unsupervised-learning
Language:Python 2169
NVlabs / PWC-Net
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
deeplearning optical-flow computer-vision pytorch caffe cvpr2018 pwc-net
Language:Python 1591
lmb-freiburg / flownet2
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
caffe cnn optical-flow cvpr
Language:C++ 997
MCG-NKU / E2FGVI
Official code for "Towards An End-to-End Framework for Flow-Guided Video Inpainting" (CVPR2022)
cvpr2022 inpainting object-removal optical-flow video-inpainting
Language:Python 969
autonomousvision / unimatch
[TPAMI'23] Unifying Flow, Stereo and Depth Estimation
cross-attention depth stereo transformer matching unified-model optical-flow correspondence
Language:Python 906
open-mmlab / mmflow
OpenMMLab optical flow toolbox and benchmark
optical-flow openmmlab pytorch
Language:Python 901
matt-42 / vpp
Video++, a C++14 high performance video and image processing library.
image-processing image-processing-library video-processing c-plus-plus optical-flow tracking
Language:C++ 713
pathak22 / pyflow
Fast, accurate and easy to run dense optical flow with python wrapper
computer-vision dense-flow image-processing optical-flow python-optical-flow
Language:C++ 641
haofeixu / gmflow
[CVPR'22 Oral] GMFlow: Learning Optical Flow via Global Matching
cvpr2022 global-matching optical-flow transformer
Language:Python 572
twhui / LiteFlowNet
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
liteflownet cnn optical-flow caffe deeplearning computer-vision cvpr2018 pytorch tensorflow
Language:C++ 572
Huangying-Zhan / DF-VO
Depth and Flow for Visual Odometry
visual-odometry depth-estimation optical-flow self-supervised-learning icra2020
Language:Python 541
optical.flow.demo
waldo-vision / optical.flow.demo
A project that uses optical flow and machine learning to detect aimhacking in video clips.
machine-learning deep-learning optical-flow opencv opencv-python gaming anticheat fps fps-shooter anti-cheat
Language:Python 537
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 cvpr2018 deep-learning flying-chairs kitti-dataset motion-estimation mpi-sintel optical-flow pwc-net tensorflow
Language:Jupyter Notebook 514
anuragranj / cc
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
adversarial adversarial-collaboration optical-flow depth-prediction camera-pose motion-segmentation unsupervised-learning deep-learning
Language:Python 488
v-iashin / video_features
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.
pytorch multi-gpu feature-extraction parallel video-features visual-features audio-features i3d vggish r2plus1d resnet raft optical-flow ig65m clip s3d laion swin timm vit
Language:Python 445
anchen1011 / toflow
TOFlow: Video Enhancement with Task-Oriented Flow
video video-demo video-denoising dataset video-deblocking super-resolution deep-learning optical-flow video-processing interpolation motion-detection
Language:MATLAB 427
nihaomiao / CVPR23_LFDM
The pytorch implementation of our CVPR 2023 paper "Conditional Image-to-Video Generation with Latent Flow Diffusion Models"
cvpr2023 diffusion-models image-animation image-to-video latent-diffusion optical-flow video-generation video-prediction
Language:Python 425
XiSHEN0220 / RANSAC-Flow
(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
3d-reconstruction art-image eccv202 image-alignment optical-flow
Language:Jupyter Notebook 425
pySTEPS / pysteps
Python framework for short-term ensemble prediction systems.
nowcasting optical-flow advection forecast-verification stochastic-processes weather-radar precipitation hydrology rainfall rainfall-prediction ensemble-prediction weather
Language:Python 420
sampepose / flownet2-tf
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
optical-flow cnn tensorflow flownet flownet2
Language:Python 407
tomrunia / OpticalFlow_Visualization
Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
optical-flow vision motion iccv python opencv visualization
Language:Python 405
ppliuboy / SelFlow
SelFlow: Self-Supervised Learning of Optical Flow
optical-flow self-supervised-learning unsupervised-learning unflow deep-learning
Language:Python 396
CopterExpress / clover
ROS-based framework and RPi image to control PX4-powered drones 🍀
ros px4 mavros aruco quadcopter computer-vision optical-flow drone education raspberry-pi robotics
Language:C++ 376
microsoft / MaskFlownet
[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
optical-flow occlusion cvpr2020 sintel kitti feature-matching feature-warping
Language:Python 366
hzwer / Awesome-Optical-Flow
This is a list of awesome paper about optical flow and related work.
computer-vision deep-learning optical-flow
356
text2cinemagraph / text2cinemagraph
Text2Cinemagraph: Text-Guided Synthesis of Eulerian Cinemagraphs [SIGGRAPH ASIA 2023]
animation cinemagraph computer-vision diffusion-models pytorch text-to-cinemagraph image-to-video optical-flow
Language:Python 346
liruoteng / OpticalFlowToolkit
Python-based optical flow toolkit for existing popular dataset
optical-flow ground-truth kitti sintel middlebury python
Language:Python 297
open-mmlab / denseflow
Extracting optical flow and frames
denseflow optical-flow
Language:C++ 290
simonmeister / UnFlow
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
unflow flownet unsupervised-learning optical-flow deep-learning tensorflow computer-vision
Language:Python 287
twhui / LiteFlowNet2
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
caffe cnn computer-vision deeplearning liteflownet2 optical-flow
Language:Python 259
lliuz / ARFlow
The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".
optical-flow unsupervised-learning self-supervised-learning pytorch cvpr2020
Language:Python 248
ltkong218 / IFRNet
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)
deep-learning deep-networks frame-interpolation knowledge-distillation optical-flow pytorch real-time slow-motion video view-synthesis
Language:Python 241
ltkong218 / FastFlowNet
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)
optical-flow flow-architectures pytorch paper sintel kitti fastflownet robotics video embedded-devices slam deep-learning real-time tensorrt-inference docker
Language:Python 236

optical-flow

google-research / frame-interpolation

facebookresearch / co-tracker

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

voxelmorph / voxelmorph

NVlabs / PWC-Net

lmb-freiburg / flownet2

MCG-NKU / E2FGVI

autonomousvision / unimatch

open-mmlab / mmflow

matt-42 / vpp

pathak22 / pyflow

haofeixu / gmflow

twhui / LiteFlowNet

Huangying-Zhan / DF-VO

waldo-vision / optical.flow.demo

philferriere / tfoptflow

anuragranj / cc

v-iashin / video_features

anchen1011 / toflow

nihaomiao / CVPR23_LFDM

XiSHEN0220 / RANSAC-Flow

pySTEPS / pysteps

sampepose / flownet2-tf

tomrunia / OpticalFlow_Visualization

ppliuboy / SelFlow

CopterExpress / clover

microsoft / MaskFlownet

hzwer / Awesome-Optical-Flow

text2cinemagraph / text2cinemagraph

liruoteng / OpticalFlowToolkit

open-mmlab / denseflow

simonmeister / UnFlow

twhui / LiteFlowNet2

lliuz / ARFlow

ltkong218 / IFRNet

ltkong218 / FastFlowNet