Learning to Estimate Hidden Motions with Global Motion Aggregation (ICCV 2021)
☆333Jul 23, 2021Updated 4 years ago
Alternatives and similar repositories for GMA
Users that are interested in GMA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning Optical Flow from a Few Matches (CVPR 2021)☆169Apr 8, 2021Updated 4 years ago
- ☆478Feb 23, 2024Updated 2 years ago
- ☆3,980Aug 24, 2025Updated 7 months ago
- Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation☆66Nov 10, 2022Updated 3 years ago
- Global Matching with Overlapping Attention for Optical Flow Estimation, CVPR 2022☆104Jul 6, 2022Updated 3 years ago
- This repository is the official implementation of "SKFlow: Learning Optical Flow with Super Kernels" .☆51Jul 22, 2023Updated 2 years ago
- [CVPR'22 Oral] GMFlow: Learning Optical Flow via Global Matching☆778Feb 20, 2024Updated 2 years ago
- CRAFT: Cross-Attentional Flow Transformers for Optical Flow Estimation☆85Oct 20, 2024Updated last year
- OpenMMLab optical flow toolbox and benchmark☆1,050Jun 7, 2024Updated last year
- The official PyTorch implementation for "Normalized Convolution Upsampling for Refined Optical Flow Estimation"☆40Feb 19, 2021Updated 5 years ago
- [CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask☆375Apr 25, 2022Updated 3 years ago
- ☆261Jan 18, 2022Updated 4 years ago
- [CVPR 2023] Rethinking Optical Flow from Geometric Matching Consistent Perspective☆101Mar 16, 2023Updated 3 years ago
- PyTorch implementation of UPFlow (unsupervised optical flow learning)☆135Aug 2, 2022Updated 3 years ago
- Official implementation of ICCV2023 VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation☆321Sep 20, 2023Updated 2 years ago
- [ICCV'21 Oral] High-Resolution Optical Flow from 1D Attention and Correlation☆118Nov 15, 2022Updated 3 years ago
- Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation (CVPR 2019)☆207Mar 14, 2022Updated 4 years ago
- [CVPR 2024] MemFlow: Optical Flow Estimation and Prediction with Memory☆225Oct 6, 2025Updated 5 months ago
- Demo code for paper "Learning optical flow from still images", CVPR 2021.☆156Aug 4, 2021Updated 4 years ago
- PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)☆1,720Aug 22, 2022Updated 3 years ago
- PyTorch implementation of KPA-Flow. Learning Optical Flow with Kernel Patch Attention (CVPR-2022)☆46Sep 16, 2022Updated 3 years ago
- Pytorch implementation of MaskFlownet☆88Sep 3, 2020Updated 5 years ago
- The official implementation of the ECCV 2022 Oral paper: RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos☆102Jan 5, 2023Updated 3 years ago
- The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical…☆270Jul 23, 2023Updated 2 years ago
- LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation, ECCV 2020☆283Apr 4, 2023Updated 2 years ago
- Learning Optical Flow with Adaptive Graph Reasoning (AGFlow, AAAI-2022)☆44Sep 17, 2022Updated 3 years ago
- [IROS 2023] TemporalStereo: Efficient Spatial-Temporal Stereo Matching Network☆72Nov 13, 2023Updated 2 years ago
- This is a list of awesome paper about optical flow and related work.☆636Nov 11, 2024Updated last year
- an implementation of softmax splatting for differentiable forward warping using PyTorch☆511May 26, 2025Updated 9 months ago
- [WACV 2024] Code for "CCMR: High Resolution Optical Flow Estimation via Coarse-to-Fine Context-Guided Motion Reasoning"☆24Jun 3, 2025Updated 9 months ago
- a reimplementation of PWC-Net in PyTorch that matches the official Caffe version☆654Jan 6, 2025Updated last year
- SelFlow: Self-Supervised Learning of Optical Flow☆399Oct 3, 2023Updated 2 years ago
- [ECCV2024 - Oral, Best Paper Award Candidate] SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow☆631Jun 29, 2025Updated 8 months ago
- FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)☆320Aug 28, 2023Updated 2 years ago
- Many-to-many Splatting for Efficient Video Frame Interpolation☆89Nov 4, 2023Updated 2 years ago
- [TPAMI'23] Unifying Flow, Stereo and Depth Estimation☆1,360Jan 4, 2025Updated last year
- Full model implementation of CVPR 2020 paper, "Softmax Splatting for Video Frame Interpolation"☆40Nov 7, 2022Updated 3 years ago
- PyTorch Lightning Optical Flow models, scripts, and pretrained weights.☆507Feb 3, 2026Updated last month
- PyTorch implementation of GAFlow: Incorporating Gaussian Attention into Optical Flow (ICCV-2023)☆42Oct 11, 2023Updated 2 years ago