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The Top 22 Image Retrieval Metric Learning Open Source Projects

Open source projects categorized as Image Retrieval Metric Learning
Categories > Machine Learning > Image Retrieval
Categories > Machine Learning > Metric Learning
Pytorch Metric Learning ⭐ 5,734
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
dependent packages 19total releases 207most recent commit 19 days agopypi pytorch-metric-learning} Downloads
Deep Person Reid ⭐ 4,029
Torchreid: Deep learning person re-identification in PyTorch.
most recent commit 3 months ago
Person_reid_baseline_pytorch ⭐ 3,865
⛹️ Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_p
most recent commit 3 months ago
Deep_metric ⭐ 683
Deep Metric Learning
most recent commit 4 years ago
Hardnet ⭐ 458
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
most recent commit a year ago
Batch Dropblock Network ⭐ 311
Official source code of "Batch DropBlock Network for Person Re-identification and Beyond" (ICCV 2019)
most recent commit 5 years ago
Revisiting_deep_metric_learning_pytorch ⭐ 217
(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.
most recent commit 3 years ago
Pytorch Image Retrieval ⭐ 147
A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).
most recent commit 4 years ago
Roadmap ⭐ 70
This repository contains the official implementation of the NeurIPS'21 paper, ROADMAP: Robust and Decomposable Average Precision for Image Retrieval.
most recent commit a year ago
Symmetrical Synthesis ⭐ 66
Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)
most recent commit 3 years ago
Gpq ⭐ 59
Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020
most recent commit 2 years ago
Embedding Expansion ⭐ 56
Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)
most recent commit 3 years ago
Idml ⭐ 38
[TPAMI 2023] Official implementation of Introspective Deep Metric Learning.
most recent commit 6 months ago
Hybrid Attention Based Decoupled Metric Learning ⭐ 35
Caffe implementation of "Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval"
most recent commit 5 years ago
Tf Metric Learning ⭐ 28
Minimalistic TensorFlow2+ deep metric/similarity learning library with loss functions, miners, and utils as embedding projector.
total releases 9most recent commit 2 years ago
Eccv2020_diva_multifeature_dml ⭐ 26
(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.
most recent commit 2 years ago
Proxy Synthesis ⭐ 20
Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)
most recent commit 3 years ago
Gsv Cities ⭐ 17
GSV-Cities: a dataset and framework for visual place recognition
most recent commit a year ago
S2sd ⭐ 14
Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning
most recent commit 4 years ago
Das ⭐ 7
This is the official repo for Densely-Anchored Sampling for Deep Metric Learning (ECCV 22).
most recent commit 2 years ago
Image Retrieval Pytorch ⭐ 7
image retrieval using metric learning
most recent commit a year ago
Kobiso ⭐ 5
most recent commit a year ago
The 2 Latest Releases In Image Retrieval Metric Learning Open Source Projects
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