loftr 开源项目推荐（11 个）

Vincentqyw /image-matching-webui

收件箱图像匹配webui

3DOM-FBK /deep-image-matching

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.

xmba15 /onnx_runtime_cpp

小型 C++ 库，用于使用 OnNXruntime 快速部署模型

atfortes /ImageMatchingChallenge2022

CVPR 2022 "Image Matching: Local Features and Beyond" workshop challenge: Silver Medal 🥈

ashishsinghbora /Samanvaya

Planetary image registration engine for lunar optical and NIR datasets under extreme shadow reversals

YusufGUNEL /GeoAnchor

GNSS-denied absolute visual localization for UAVs — fuses visual odometry with satellite-map matching in a particle filter. Evaluated on 10 real survey flights (406-2572 m), 8-25 m median error. Runs in 1.4 GB VRAM.

Akascape /Video-Stitching-Perspective-Transition

Homography-based perspective video transition using LoFTR feature matching and DeepLabV3 person segmentation for seamless foreground-aware stitching between clips.

Deshram /dockerize-image-matching-model

Dockerizing a deep learning model

kiianasalimi /adaptive-vpr-reranking

Adaptive re-ranking for VPR using logistic regression to gate expensive geometric matching on retrieval lists.

mdwasserman /RasPi_VPS

This project provides a proof-of-concept Raspberry Pi Visual Positioning System (VPS) that generates simple non-GNSS geolocation through LoFTR matching a query image against offline Google Maps tiles.

1sakshm /MapAlign

Georeferencing a 1926 Survey of India map to OpenStreetMap: LoFTR, SIFT, LightGlue and manual GCPs scored in metres on locked held-out points