deep-metric-learning · GitHub Topics

#计算机科学#The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

翻译 - 在应用程序中使用深度度量学习的最简单方法。模块化，灵活和可扩展。写在PyTorch中。

metric-learning 深度学习机器视觉机器学习 PyTorch deep-metric-learning image-retrieval self-supervised-learning contrastive-learning embeddings

Python 6.1 k

3 个月前

bnu-wangxun / Deep_Metric

Deep Metric Learning

deep-metric-learning image-retrieval cvpr

Python 779

5 年前

Confusezius / Deep-Metric-Learning-Baselines

#计算机科学#PyTorch Implementation for Deep Metric Learning Pipelines

PyTorch deep-metric-learning 深度学习 metric-learning neural-networks 机器视觉

Python 571

5 年前

Confusezius / Revisiting_Deep_Metric_Learning_PyTorch

#计算机科学#(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 re...

深度学习 metric-learning deep-metric-learning image-retrieval wandb

Python 341

3 年前

tjddus9597 / Proxy-Anchor-CVPR2020

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

cvpr2020 deep-metric-learning image-retrieval PyTorch

Python 319

3 年前

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).

metric-learning image-retrieval PyTorch deep-metric-learning

Python 279

8 个月前

ShengcaiLiao / QAConv

[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning

person-reidentification person-reid re-identification interpretability interpretable-deep-learning correspondence image-matching generalization deep-metric-learning metric-learning reid domain-generalization

Python 208

2 年前

hudengjunai / DeepEmbeding

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

deep-metric-learning image-retrieval

Jupyter Notebook 127

5 年前

MKLab-ITI / ndvr-dml

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

deep-metric-learning dml

Python 119

2 年前

kunhe / FastAP-metric-learning

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

deep-metric-learning cvpr PyTorch learning-to-rank metric-learning

MATLAB 96

3 年前

wl-zhao / DIML

#计算机科学#[ICCV 2021] Towards Interpretable Deep Metric Learning with Structural Matching

interpretable-deep-learning deep-metric-learning iccv2021 机器视觉深度学习

Python 95

4 年前

codeglitchz / attendance-system

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

face-recognition face-detection attendance-system attendance OpenCV 命令行界面 Flask Angular sqlalchemy dlib 深度学习 deep-metric-learning knn-classification modern Python

Python 92

2 年前

IoBT-VISTEC / MIN2Net

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

multi-task-learning deep-metric-learning dml autoencoder ae EEG bci 深度学习机器学习 eeg-classification

Python 86

3 年前

littleredxh / DREML

#计算机科学#PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)

deep-metric-learning 深度学习 PyTorch embedding 机器视觉机器学习

Python 67

5 年前

XinshaoAmosWang / Ranked-List-Loss-for-DML

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

deep-metric-learning image-retrieval learning-to-rank

Shell 64

5 年前

QuocThangNguyen / deep-metric-learning-tsinghua-dogs

Dogs classification with Deep Metric Learning

triplet-loss deep-metric-learning PyTorch

Python 63

4 年前

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.

deep-metric-learning PyTorch

Python 61

5 年前

Confusezius / CVPR2020_PADS

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

deep-metric-learning cvpr2020 PyTorch 深度学习 retrieval metric-learning

Python 60

5 年前