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Official implementation of ICCV2023 VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation

Python 265 29 Updated Sep 20, 2023

STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow Estimation

Python 16 1 Updated Sep 18, 2020

This repository is the official implementation of "SKFlow: Learning Optical Flow with Super Kernels" .

Python 44 3 Updated Jul 22, 2023

Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation

Python 63 9 Updated Nov 10, 2022

[ECCV2024 - Oral, Best Paper Award Candidate] SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow

Python 351 14 Updated Oct 5, 2024

[IJCV 2023 / ECCV RVC 2022 Winner] Inference code for "MS-RAFT+: High Resolution Multi-Scale RAFT", the 2022 Robust Vision Challenge winner in the category "Optical Flow"

Python 25 4 Updated Jan 22, 2024

[CVPR 2023] Rethinking Optical Flow from Geometric Matching Consistent Perspective

Python 97 7 Updated Mar 16, 2023

LLA-FLOW: A Lightweight Local Aggregation on Cost Volume for Optical Flow Estimation

Python 5 Updated Oct 17, 2023

Code for Hierarchical Discrete Distribution Decomposition for Match Density Estimation (CVPR 2019)

Python 204 32 Updated Aug 21, 2020

Global Matching with Overlapping Attention for Optical Flow Estimation, CVPR 2022

Python 97 8 Updated Jul 6, 2022

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

Python 1,125 114 Updated May 10, 2024

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

Python 651 50 Updated Feb 20, 2024

FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation

Python 133 15 Updated Jan 26, 2024

[ICCV'21 Oral] High-Resolution Optical Flow from 1D Attention and Correlation

Python 109 7 Updated Nov 15, 2022

DIP:Deep Inverse Patchmatch for High-Resolution Optical Flow(CVPR2022)

Python 56 5 Updated Jan 16, 2024

[IV2022] pytorch implementation for 'CSFlow: Learning Optical Flow via Cross Strip Correlation for Autonomous Driving'

Python 35 2 Updated Jun 30, 2022

CRAFT: Cross-Attentional Flow Transformers for Optical Flow Estimation

Python 75 6 Updated Oct 20, 2024

[WACV 2024] Code for "CCMR: High Resolution Optical Flow Estimation via Coarse-to-Fine Context-Guided Motion Reasoning"

Python 19 2 Updated Jan 22, 2024

Source code for CVPR 2024 paper UnSAMFlow Unsupervised Optical Flow Guided by Segment Anything Model.

Python 81 6 Updated May 4, 2024

A repository of AAAI 2024 paper 'SAMFlow: Eliminating Any Fragmentation in Optical Flow with Segment Anything Model'

Python 9 4 Updated Jun 27, 2024
Python 84 6 Updated Aug 22, 2024

[IJCV 2024] SplatFlow: Learning Multi-frame Optical Flow via Splatting

Python 45 2 Updated Aug 5, 2024

[CVPR 2024] MemFlow: Optical Flow Estimation and Prediction with Memory

Python 128 10 Updated Oct 2, 2024
Python 157 23 Updated Nov 9, 2023

Taming Transformers for High-Resolution Image Synthesis

Jupyter Notebook 5,851 1,154 Updated Jul 30, 2024

FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)

Python 262 42 Updated Aug 28, 2023

Four landmark detection algorithms, implemented in PyTorch.

Python 925 180 Updated Jan 26, 2021

Learning to Estimate Hidden Motions with Global Motion Aggregation (ICCV 2021)

Python 289 46 Updated Jul 23, 2021
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