LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
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Updated
Jun 20, 2024 - Python
LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
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🤗 image matching toolbox webui
Training library for local feature detection and matching
[CVPR 2024] RoMa: Robust Dense Feature Matching; RoMa is the robust dense feature matcher capable of estimating pixel-dense warps and reliable certainties for almost any image pair.
Code release for CVPR'24 submission 'OmniGlue'
GIM: Learning Generalizable Image Matcher From Internet Videos (ICLR 2024 Spotlight)
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
[CVPR 2023] DKM: Dense Kernelized Feature Matching for Geometry Estimation
Multiview matching with deep-learning and hand-crafted local features for COLMAP and other SfM software. Supports high-resolution formats and images with rotations. Both CLI and GUI are supported.
A framework to easily use 32 (and growing) different image matching methods
Open Source Graph Neural Net Based Pipeline for Image Matching
AdaLAM is a fully handcrafted realtime outlier filter integrating several best practices into a single efficient and effective framework. It detects inliers by searching for significant local affine patterns in image correspondences.
Making Structure-from-Motion (COLMAP) more robust to symmetries and duplicated structures
Patch2Pix: Epipolar-Guided Pixel-Level Correspondences [CVPR2021]
Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"
Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"
[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning
Welcome to the project repository for POPE (Promptable Pose Estimation), a state-of-the-art technique for 6-DoF pose estimation of any object in any scene using a single reference.
[AAAI2023] TopicFM: Robust, Efficient, and Interpretable Topic-Assisted Feature Matching
Add a description, image, and links to the image-matching topic page so that developers can more easily learn about it.
To associate your repository with the image-matching topic, visit your repo's landing page and select "manage topics."