deep-metric-learning 开源项目推荐（77 个）

KevinMusgrave /pytorch-metric-learning

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

bnu-wangxun /Deep_Metric

Deep Metric Learning

Confusezius /Deep-Metric-Learning-Baselines

PyTorch Implementation for Deep Metric Learning Pipelines

Confusezius /Revisiting_Deep_Metric_Learning_PyTorch

(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.

sung-yeon-kim /Proxy-Anchor-CVPR2020

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

leeesangwon /PyTorch-Image-Retrieval

A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).

ShengcaiLiao /QAConv

[ECCV 2020]QAConv：可解释且可推广的人重新识别，结合查询自适应卷积和时间提升，以及[CVPR 2022] GS：基于图抽样的深度度量学习

hudengjunai /DeepEmbeding

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

MKLab-ITI /ndvr-dml

Authors official Tensorflow implementation of the "Near-Duplicate Video Retrieval with Deep Metric Learning" [ICCVW 2017]

IoBT-VISTEC /MIN2Net

End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)

wl-zhao /DIML

[ICCV 2021] Towards Interpretable Deep Metric Learning with Structural Matching

kunhe /FastAP-metric-learning

Code for CVPR 2019 paper "Deep Metric Learning to Rank"

codeglitchz /attendance-system

A simple, modern and scalable facial recognition based attendance system built with Python back-end & Angular front-end.

littleredxh /DREML

PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)

XinshaoAmosWang /Ranked-List-Loss-for-DML

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

Confusezius /CVPR2020_PADS

(CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet mining with Reinforcement Learning.

Confusezius /ICCV2019_MIC

(ICCV 2019) This repo contains code for "MIC: Mining Interclass Characteristics for Improved Metric Learning", which proposes an auxiliary training task to explain away intra-class variations.

QuocThangNguyen /deep-metric-learning-tsinghua-dogs

Dogs classification with Deep Metric Learning

YuehuaZhu /ProxyGML

Official PyTorch Implementation of ProxyGML Loss for Deep Metric Learning, NeurIPS 2020 (spotlight)

sung-yeon-kim /LabelRelaxation-CVPR21

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