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Search results for image retrieval metric learning

image-retrieval x

metric-learning x

22 search results found

Pytorch Metric Learning ⭐ 5,734

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

Deep Person Reid ⭐ 4,029

Torchreid: Deep learning person re-identification in PyTorch.

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

Deep_metric ⭐ 683

Deep Metric Learning

Hardnet ⭐ 458

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

Batch Dropblock Network ⭐ 311

Official source code of "Batch DropBlock Network for Person Re-identification and Beyond" (ICCV 2019)

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.

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).

This repository contains the official implementation of the NeurIPS'21 paper, ROADMAP: Robust and Decomposable Average Precision for Image Retrieval.

Symmetrical Synthesis ⭐ 66

Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)

Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020

Embedding Expansion ⭐ 56

Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)

[TPAMI 2023] Official implementation of Introspective Deep Metric Learning.

Hybrid Attention Based Decoupled Metric Learning ⭐ 35

Caffe implementation of "Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval"

Tf Metric Learning ⭐ 28

Minimalistic TensorFlow2+ deep metric/similarity learning library with loss functions, miners, and utils as embedding projector.

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.

Proxy Synthesis ⭐ 20

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

Gsv Cities ⭐ 17

GSV-Cities: a dataset and framework for visual place recognition

Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning

This is the official repo for Densely-Anchored Sampling for Deep Metric Learning (ECCV 22).

Image Retrieval Pytorch ⭐ 7

image retrieval using metric learning

1-22 of 22 search results

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