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local-features

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willard-yuan /awesome-cbir-papers

📝Awesome and classical image retrieval papers

nearest-neighbor-search cbir visual-search image-retrieval local-features image-retrieval-papers instance-retrieval

UpdatedOct 31, 2023

verlab /accelerated_features

Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!

lightweight real-time keypoints image-registration descriptors image-matching local-features

UpdatedJan 15, 2025
Jupyter Notebook

mihaidusmanu /d2-net

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

cnn pytorch local-features visual-localization cvpr2019

UpdatedApr 8, 2024
Jupyter Notebook

shamangary /awesome-local-global-descriptor

My personal note about local and global descriptor

awesome local retrieval matching network descriptor cnn global awesome-list cbir sift local-features local-descriptors keypoint local-descriptors-cnns

UpdatedOct 21, 2020

cvg /GlueStick

Joint Deep Matcher for Points and Lines 🖼️💥🖼️ (ICCV 2023)

machine-learning computer-vision deep-learning torch image-matching local-features graph-neural-networks

UpdatedApr 7, 2025
Jupyter Notebook

alexstoken /image-matching-models

A framework to easily use 37 (and growing) different image matching methods

image-retrieval image-matching feature-matching local-features visual-localization

UpdatedAug 20, 2025
Python

QVPR /Patch-NetVLAD

Code for the CVPR2021 paper "Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition"

localization fusion regions place-recognition descriptors local-features netvlad patch-netvlad

UpdatedMay 21, 2024
Python

LightGlue-ONNX

fabio-sim /LightGlue-ONNX

ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO

machine-learning deep-learning disk pytorch feature-extraction pose-estimation tensorrt feature-matching homography local-features onnx onnx-torch openvino visual-localization onnxruntime superpoint homography-estimation local-feature-matching lightglue

UpdatedOct 7, 2024
Python

ucuapps /OpenGlue

Open Source Graph Neural Net Based Pipeline for Image Matching

pytorch image-matching local-features graph-neural-networks pytorch-lightning kornia

UpdatedJul 25, 2023
Python

nashory /DeLF-pytorch

PyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"

pytorch image-retrieval local-features

UpdatedFeb 1, 2021
Jupyter Notebook

ELSED

iago-suarez /ELSED

ELSED: Enhanced Line SEgment Drawing

computer-vision image-processing local-features line-segment-detector

UpdatedMay 21, 2024
Jupyter Notebook

ducha-aiki /affnet

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

computer-vision deep-learning pytorch convolutional-networks convolutional-neural-networks hessian image-retrieval image-matching local-features affine-shape-estimator

UpdatedApr 14, 2025
Python

ubc-vision /image-matching-benchmark-baselines

Baselines for the Image Matching Benchmark and Challenge

sift local-features

UpdatedJan 2, 2023
Jupyter Notebook

ahojnnes /local-feature-evaluation

Comparative Evaluation of Hand-Crafted and Learned Local Features

benchmark reconstruction local-features

UpdatedJan 11, 2024
MATLAB

efficient-descriptors

iago-suarez /efficient-descriptors

🚀🚀 Revisiting Binary Local Image Description for Resource Limited Devices

real-time computer-vision robotics slam descriptors local-features

UpdatedOct 21, 2023
C

ducha-aiki /pytorch-sift

PyTorch implementation of SIFT descriptor

descriptor cnn pytorch sift image-matching local-features

UpdatedAug 22, 2019
Jupyter Notebook

feixue94 /sfd2

[CVPR 2023] SFD2: Semantic-guided Feature Detection and Description. Embedding semantics into local features implicitly for long-term visual localization

semantics end-to-end local-features long-term-localization semantic-aware-feature semantic-aware-localization

UpdatedMay 27, 2024
Python

SYSU-SAIL /PoSFeat

[CVPR2022] Decoupling Makes Weakly Supervised Local Feature Better

image-matching local-features

UpdatedSep 24, 2022
Python

gtolias /how

HOW local descriptors

image-retrieval local-features local-descriptors visual-representation visual-representation-learning deep-descriptors instance-level-recognition instance-level-search

UpdatedJul 25, 2024
Python

ducha-aiki /mods

MODS (Matching On Demand with view Synthesis) is algorithm for wide-baseline matching.

descriptor detector sift ransac image-matching wbs local-features wxbs wide-baseline-stereo

UpdatedFeb 3, 2021
C

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