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The Top 23 Metric Learning Open Source Projects

Open source projects categorized as Metric Learning
Categories > Machine Learning > Metric Learning
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 a month agopypi pytorch-metric-learning} Downloads
Deep Person Reid ⭐ 4,029
Torchreid: Deep learning person re-identification in PyTorch.
most recent commit 4 months ago
Person_reid_baseline_pytorch ⭐ 3,865
⛹️ Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_p
most recent commit 3 months ago
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
Metric Learn ⭐ 1,353
Metric learning algorithms in Python
dependent packages 4total releases 10most recent commit 7 months agopypi metric-learn} Downloads
Finetuner ⭐ 1,133
🎯 Task-oriented finetuning for better embeddings on neural search
total releases 208most recent commit 9 months ago
Open Reid ⭐ 1,012
Open source person re-identification library in python
most recent commit 5 years ago
Similarity ⭐ 979
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
dependent packages 1total releases 77most recent commit 5 months agopypi tensorflow-similarity} Downloads
Voxceleb_trainer ⭐ 719
In defence of metric learning for speaker recognition
most recent commit a year ago
Open Metric Learning ⭐ 699
Library for metric learning pipelines and models.
total releases 52most recent commit 4 months ago
Deep_metric ⭐ 683
Deep Metric Learning
most recent commit 4 years ago
Quaterion ⭐ 580
Blazing fast framework for fine-tuning similarity learning models
total releases 32most recent commit 4 months ago
Humpback Whale Identification 1st ⭐ 555
https://www.kaggle.com/c/humpback-whale-identifica
most recent commit 5 years ago
Prototypical Networks ⭐ 524
Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
most recent commit 6 years ago
Hardnet ⭐ 458
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
most recent commit a year ago
Additive Margin Softmax ⭐ 436
This is the implementation of paper <Additive Margin Softmax for Face Verification>
most recent commit 6 years ago
Powerful Benchmarker ⭐ 426
A library for ML benchmarking. It's powerful.
total releases 34most recent commit 4 months ago
Amsoftmax ⭐ 422
A simple yet effective loss function for face verification.
most recent commit 6 years ago
Contrastive Learning Nlp Papers ⭐ 354
Paper List for Contrastive Learning for Natural Language Processing
most recent commit a year ago
Awesome Metric Learning ⭐ 351
😎 A curated list of awesome practical Metric Learning and its applications
most recent commit a year ago
Declutr ⭐ 349
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
most recent commit a year ago
Deep Metric Learning Baselines ⭐ 330
PyTorch Implementation for Deep Metric Learning Pipelines
most recent commit 4 years ago
Batch Dropblock Network ⭐ 311
Official source code of "Batch DropBlock Network for Person Re-identification and Beyond" (ICCV 2019)
most recent commit 5 years ago
The 5 Most Depended On Metric Learning Open Source Projects
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 10 months agopypi catalyst} Downloads
Metric Learn ⭐ 1,353
Metric learning algorithms in Python
dependent packages 4total releases 10latest release October 09, 2023most recent commit 7 months agopypi metric-learn} Downloads
Lfda ⭐ 74
Local Fisher Discriminant Analysis in R
dependent packages 3total releases 5latest release July 31, 2019most recent commit 10 months ago
Similarity ⭐ 979
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
dependent packages 1total releases 77latest release June 28, 2022most recent commit 5 months agopypi tensorflow-similarity} Downloads
The 10 Latest Releases In Metric Learning Open Source Projects
Open Metric Learning ⭐ 699
Library for metric learning pipelines and models.
total releases 52latest release October 29, 2023most recent commit 4 months ago
Metric Learn ⭐ 1,353
Metric learning algorithms in Python
dependent packages 4total releases 10latest release October 09, 2023most recent commit 7 months agopypi metric-learn} Downloads
Finetuner ⭐ 1,133
:dart: Task-oriented finetuning for better embeddings on neural search
total releases 208latest release July 26, 2023most recent commit 9 months ago
Quaterion ⭐ 580
Blazing fast framework for fine-tuning similarity learning models
total releases 32latest release July 06, 2022most recent commit 4 months ago
Similarity ⭐ 979
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
dependent packages 1total releases 77latest release June 28, 2022most recent commit 5 months agopypi tensorflow-similarity} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 10 months agopypi catalyst} Downloads
Gedml ⭐ 27
Generalized Deep Metric Learning.
total releases 10latest release March 22, 2022most recent commit 2 years ago
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