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

KaiyangZhou / deep-person-reid

#计算机科学#Torchreid: Deep learning person re-identification in PyTorch.

翻译 - Torchreid：PyTorch中的深度学习人员重新标识。

深度学习 PyTorch 机器视觉机器学习深度神经网络 person-reidentification person-reid image-retrieval re-ranking metric-learning cross-domain

Python 4.42 k

8 个月前

layumi / Person_reID_baseline_pytorch

:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/...

翻译 - 一个微小的，友好的，强大的火炬实现人员重新识别基准。教程👉https：//github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

open-reid PyTorch person-reidentification image-retrieval person-reid re-ranking random-erasing image-search market-1501 教程 baseline metric-learning

Python 4.22 k

13 小时前

catalyst-team / catalyst

#自然语言处理#Accelerated deep learning R&D

翻译 - 加快DL研发

深度学习 reinforcement-learning 机器学习机器视觉 PyTorch Python distributed-computing infrastructure research reproducibility 图像处理 image-classification image-segmentation object-detection 自然语言处理 text-classification information-retrieval recommender-system metric-learning

Python 3.34 k

1 年前

jina-ai / finetuner

🎯 Task-oriented embedding tuning for BERT, CLIP, etc.

翻译 - 微调任何 DNN 以更好地嵌入神经搜索任务

fine-tuning pretrained-models few-shot-learning negative-sampling metric-learning siamese-network triplet-loss transfer-learning jina neural-search finetuning similarity-learning bert

Python 1.49 k

1 年前

scikit-learn-contrib / metric-learn

#计算机科学#Metric learning algorithms in Python

翻译 - Python中的度量学习算法

Python metric-learning scikit-learn 机器学习

Python 1.41 k

7 个月前

Cysu / open-reid

#计算机科学#Open source person re-identification library in python

person-reidentification 深度学习 metric-learning PyTorch Python

Python 1.35 k

6 年前

jakesnell / prototypical-networks

#计算机科学#Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

few-shot 深度学习 metric-learning PyTorch

Python 1.14 k

4 年前

clovaai / voxceleb_trainer

In defence of metric learning for speaker recognition

speaker-recognition metric-learning speaker-verification

Python 1.09 k

1 年前

tensorflow / similarity

#计算机科学#TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

翻译 - TensorFlow Similarity 是一个 Python 包，专注于使相似性学习变得快速而简单。

Python 1.02 k

10 个月前

OML-Team / open-metric-learning

#计算机科学#Metric learning and retrieval pipelines, models and zoo.

机器视觉数据科学深度学习 metric-learning PyTorch pytorch-lightning representation-learning Hacktoberfest similarity-learning hacktoberfest-2023 hacktoberfest2023

Python 915

1 个月前

qdrant / quaterion

#计算机科学#Blazing fast framework for fine-tuning similarity learning models

contrastive-learning cosine-similarity 深度学习 knn 机器学习 metric-learning nearest-neighbor-search Python PyTorch pytorch-lightning similarity-learning similarity-search

Python 655

2 个月前

earhian / Humpback-Whale-Identification-1st-

#计算机科学#https://www.kaggle.com/c/humpback-whale-identification

翻译 - HTTPS://呜呜呜.卡改革了.com/从/humpback-whale-identification

kaggle-competition 深度学习 classification metric-learning

Python 643

6 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

ryanzhumich / Contrastive-Learning-NLP-Papers

#自然语言处理#Paper List for Contrastive Learning for Natural Language Processing

contrastive-learning 自然语言处理机器学习 metric-learning representation-learning

553

2 年前

DagnyT / hardnet

#计算机科学#Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

深度学习 convolutional-neural-networks 机器视觉 metric-learning image-matching image-retrieval PyTorch

Python 518

2 年前

qdrant / awesome-metric-learning

#Awesome#😎 A curated list of awesome practical Metric Learning and its applications

metric-learning Awesome Lists 教程 survey recommendation-system anomaly-detection semantic-similarity similarity-search

494

2 年前

Joker316701882 / Additive-Margin-Softmax

This is the implementation of paper <Additive Margin Softmax for Face Verification>

深度学习 metric-learning sphereface

Jupyter Notebook 493

7 年前

happynear / AMSoftmax

#人脸识别#A simple yet effective loss function for face verification.

深度学习 face-recognition loss-functions metric-learning

MATLAB 489

7 年前

cvqluu / Angular-Penalty-Softmax-Losses-Pytorch

#人脸识别#Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

metric-learning PyTorch loss-functions embedding face-verification fashion-mnist face-recognition speaker-recognition sphereface arcface

Python 486

1 年前