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14 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_metric ⭐ 683

Deep Metric Learning

Proxy Anchor Cvpr2020 ⭐ 259

Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020

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).

Deepembeding ⭐ 54

图像检索和向量搜索，similarity learning,compare deep metric and deep-hashing applying in image retrieval

Ranked List Loss For Dml ⭐ 41

CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission

Tf Metric Learning ⭐ 28

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

Labelrelaxation Cvpr21 ⭐ 27

Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021

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)

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

Aaai2021_mdr ⭐ 10

Official Code of AAAI 2021 Paper "Multi-level Distance Regularization for Deep Metric Learning"

AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks

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