image-retrieval

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KevinMusgrave /pytorch-metric-learning

Star6.2k

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

machine-learning computer-vision deep-learning pytorch embeddings metric-learning image-retrieval deep-metric-learning self-supervised-learning contrastive-learning

UpdatedApr 20, 2025
Python

soruly /trace.moe

Sponsor

Star4.7k

Anime Scene Search by Image

opencv anime solr image-search cbir visual-search image-retrieval lire

UpdatedOct 13, 2024

KaiyangZhou /deep-person-reid

Star4.6k

Torchreid: Deep learning person re-identification in PyTorch.

machine-learning deep-neural-networks computer-vision deep-learning re-ranking pytorch metric-learning cross-domain image-retrieval person-reidentification person-reid

UpdatedJul 22, 2024
Python

layumi /Person_reID_baseline_pytorch

Star4.3k

⛹️ Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

tutorial re-ranking pytorch baseline image-search metric-learning image-retrieval person-reidentification random-erasing open-reid person-reid market-1501 vehicle-reid awesome-reid msmt17 cuhk-np circle-loss object-reid

UpdatedMay 7, 2025
Python

JDAI-CV /fast-reid

Star3.7k

SOTA Re-identification Methods and Toolbox

computer-vision re-ranking pytorch toolbox apex baseline image-search image-retrieval re-identification person-reidentification reids sota random-erasing open-reid person-reid

UpdatedJul 30, 2024
Python

cvg /Hierarchical-Localization

Star3.6k

Visual localization made easy with hloc

deep-learning structure-from-motion image-retrieval pose-estimation feature-matching visual-localization superglue

UpdatedJul 4, 2025
Python

towhee-io /towhee

Star3.4k

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

machine-learning computer-vision pipeline image-processing embeddings transformer video-processing feature-extraction convolutional-networks vit feature-vector image-retrieval unstructured-data embedding-vectors milvus vision-transformer towhee llm

UpdatedOct 18, 2024
Python

InternLM /HuixiangDou

Star2.4k

HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance

application robot pipeline dsl chatbot assistant wechat group-chat lark image-retrieval assistant-chat-bots multimodal rag llm

UpdatedJul 14, 2025
Python

willard-yuan /awesome-cbir-papers

Star1.8k

📝Awesome and classical image retrieval papers

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

UpdatedOct 31, 2023

filipradenovic /cnnimageretrieval-pytorch

Star1.5k

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

python cnn pytorch convolutional-neural-networks image-retrieval

UpdatedMay 13, 2024
Python

NVlabs /DG-Net

Star1.3k

👫 Joint Discriminative and Generative Learning for Person Re-identification. CVPR'19 (Oral) 👫

pytorch apex image-search image-retrieval re-identification person-reidentification dukemtmc-reid open-reid person-reid market-1501 msmt17 cuhk-np dg-net

UpdatedJul 9, 2023
Python

PyRetri /PyRetri

Star1.2k

Open source deep learning based unsupervised image retrieval toolbox built on PyTorch🔥

deep-learning pytorch toolbox image-retrieval

UpdatedJan 25, 2021
Python

Vincentqyw /Recent-Stars-2025

Star1k

🔥SLAM, VIsual localization, keypoint detection, Image matching, Pose/Object tracking, Depth/Disparity/Flow Estimation, 3D-graphic, etc. related papers and code

slam disparity image-retrieval 3d 3d-graphics image-matching depth-estimation visual-localization keypoint-detection camera-localization pose-tracking flow-estimation orb-slam keypoint-descriptor keypoint-matching

UpdatedJun 7, 2025

dermotte /LIRE

Star791

Open source library for content based image retrieval / visual information retrieval.

multimedia image-retrieval lire

UpdatedApr 23, 2021
Java

bnu-wangxun /Deep_Metric

Star781

Deep Metric Learning

image-retrieval cvpr xbm deep-metric-learning loss-function multi-similarity-loss embedding-learning

UpdatedAug 10, 2020
Python

TurtleZhong /Map-based-Visual-Localization

Star774

A general framework for map-based visual localization. It contains 1) Map Generation which support traditional features or deeplearning features. 2) Hierarchical-Localizationvisual in visual(points or line) map. 3)Fusion framework with IMU, wheel odom and GPS sensors.

gps triangulation imu sensor-fusion place-recognition image-retrieval feature-tracking pose-estimation visual-odometry wheel-encoders relocalization visual-localization wheel-odometry line-feature