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optical-flow

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facebookresearch /co-tracker

CoTracker is a model for tracking any point (pixel) on a video.

optical-flow point-tracking track-anything

UpdatedJan 21, 2025
Jupyter Notebook

google-research /frame-interpolation

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

video optical-flow frame-interpolation splatting forward-warp

UpdatedAug 10, 2024
Python

voxelmorph /voxelmorph

Unsupervised Learning for Image Registration

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

UpdatedDec 12, 2025
Python

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

UpdatedMay 13, 2024
HTML

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

UpdatedAug 22, 2022
Python

autonomousvision /unimatch

[TPAMI'23] Unifying Flow, Stereo and Depth Estimation

matching transformer depth stereo optical-flow correspondence unified-model cross-attention

UpdatedJan 4, 2025
Python

MCG-NKU /E2FGVI

Official code for "Towards An End-to-End Framework for Flow-Guided Video Inpainting" (CVPR2022)

optical-flow inpainting video-inpainting object-removal cvpr2022

UpdatedApr 7, 2023
Python

open-mmlab /mmflow

OpenMMLab optical flow toolbox and benchmark

pytorch optical-flow openmmlab

UpdatedJun 7, 2024
Python

lmb-freiburg /flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

caffe cnn optical-flow cvpr

UpdatedJul 30, 2019
C++

haofeixu /gmflow

[CVPR'22 Oral] GMFlow: Learning Optical Flow via Global Matching

transformer optical-flow cvpr2022 global-matching

UpdatedFeb 20, 2024
Python

matt-42 /vpp

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

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

UpdatedFeb 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

UpdatedMay 31, 2019
C++

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, and TIMM models.

raft audio-features parallel pytorch feature-extraction resnet vit optical-flow clip multi-gpu i3d s3d video-features vggish r2plus1d swin visual-features timm ig65m laion

UpdatedJan 31, 2025
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 cvpr2018 liteflownet

UpdatedMar 21, 2023
C++

hzwer /Awesome-Optical-Flow

This is a list of awesome paper about optical flow and related work.

computer-vision deep-learning optical-flow

UpdatedNov 11, 2024

Huangying-Zhan /DF-VO

Depth and Flow for Visual Odometry

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

UpdatedNov 28, 2023
Python

pySTEPS /pysteps

Python framework for short-term ensemble prediction systems.

weather rainfall optical-flow hydrology stochastic-processes precipitation advection ensemble-prediction nowcasting rainfall-prediction weather-radar forecast-verification

UpdatedDec 12, 2025
Python

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

UpdatedNov 20, 2021
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

UpdatedMar 7, 2023
Python

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

UpdatedAug 1, 2019
Jupyter Notebook

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