Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 14 Image Retrieval Deep Metric Learning Open Source Projects

Open source projects categorized as Image Retrieval Deep Metric Learning
Categories > Deep Metric Learning
Categories > Machine Learning > Image Retrieval
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 24 days agopypi pytorch-metric-learning} Downloads
Deep_metric ⭐ 683
Deep Metric Learning
most recent commit 4 years ago
Proxy Anchor Cvpr2020 ⭐ 259
Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020
most recent commit 2 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
Deepembeding ⭐ 54
图像检索和向量搜索，similarity learning,compare deep metric and deep-hashing applying in image retrieval
most recent commit 4 years ago
Ranked List Loss For Dml ⭐ 41
CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission
most recent commit 4 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 3 years ago
Labelrelaxation Cvpr21 ⭐ 27
Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021
most 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
S2sd ⭐ 14
Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning
most recent commit 4 years ago
Aaai2021_mdr ⭐ 10
Official Code of AAAI 2021 Paper "Multi-level Distance Regularization for Deep Metric Learning"
most recent commit 3 years ago
Autolr ⭐ 5
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks
most recent commit 3 years ago
The 2 Latest Releases In Image Retrieval Deep Metric Learning Open Source Projects
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.