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metric-learning

Here are 279 public repositories matching this topic...

pytorch-metric-learning

KevinMusgrave / pytorch-metric-learning

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

machine-learning computer-vision deep-learning pytorch metric-learning image-retrieval deep-metric-learning self-supervised-learning contrastive-learning

Updated Mar 19, 2023
Python

KaiyangZhou / deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

machine-learning deep-neural-networks computer-vision deep-learning re-ranking pytorch metric-learning cross-domain image-retrieval person-reidentification person-reid

Updated Feb 8, 2023
Python

Person_reID_baseline_pytorch

layumi / Person_reID_baseline_pytorch

Pytorch ReID: A tiny, friendly, strong pytorch implement of object re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

tutorial re-ranking pytorch baseline image-search metric-learning image-retrieval person-reidentification random-erasing open-reid person-reid market-1501 vehicle-reid awesome-reid msmt17 cuhk-np circle-loss object-reid

Updated Mar 19, 2023
Python

catalyst-team / catalyst

Accelerated deep learning R&D

python infrastructure machine-learning natural-language-processing information-retrieval research reinforcement-learning computer-vision deep-learning text-classification distributed-computing image-processing pytorch image-classification metric-learning recommender-system object-detection image-segmentation reproducibility text-segmentation

Updated Feb 20, 2023
Python

scikit-learn-contrib / metric-learn

Metric learning algorithms in Python

python machine-learning scikit-learn metric-learning

Updated Aug 19, 2022
Python

Cysu / open-reid

Open source person re-identification library in python

python deep-learning pytorch metric-learning person-reidentification

Updated Apr 23, 2019
Python

finetuner

jina-ai / finetuner

🎯 Task-oriented finetuning for better embeddings on neural search

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

Updated Mar 20, 2023
Python

jakesnell / prototypical-networks

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

deep-learning pytorch metric-learning nips-2017 omniglot few-shot

Updated Jan 28, 2021
Python

tensorflow / similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

python machine-learning deep-learning clustering tensorflow nearest-neighbor-search metric-learning cosine-similarity nearest-neighbors unsupervised-learning knn similarity-search similarity-learning simclr contrastive-learning simsiam barlow-twins simclr2

Updated Mar 20, 2023
Python

clovaai / voxceleb_trainer

In defence of metric learning for speaker recognition

metric-learning speaker-recognition speaker-verification voxceleb

Updated Dec 26, 2022
Python

earhian / Humpback-Whale-Identification-1st-

https://www.kaggle.com/c/humpback-whale-identification

deep-learning kaggle-competition classification metric-learning

Updated Mar 11, 2019
Python

Confusezius / Deep-Metric-Learning-Baselines

PyTorch Implementation for Deep Metric Learning Pipelines

computer-vision deep-learning pytorch neural-networks metric-learning deep-metric-learning cub200 distance-sampling cars196 pku-vehicle shop-clothes

Updated Jun 17, 2020
Python

Joker316701882 / Additive-Margin-Softmax

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

metric-learning deeplearning facerecognition sphereface am-softmax

Updated Aug 29, 2018
Jupyter Notebook

happynear / AMSoftmax

A simple yet effective loss function for face verification.

deep-learning face-recognition metric-learning loss-functions softmax

Updated Aug 3, 2018
MATLAB

OML-Team / open-metric-learning

Library for metric learning pipelines

data-science computer-vision deep-learning pytorch metric-learning representation-learning hacktoberfest similarity-learning pytorch-lightning

Updated Mar 20, 2023
Python

DagnyT / hardnet

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

computer-vision deep-learning pytorch metric-learning convolutional-neural-networks image-retrieval image-matching nips-2017

Updated Feb 14, 2023
Python

quaterion

qdrant / quaterion

Sponsor

Blazing fast framework for fine-tuning similarity learning models

python machine-learning deep-learning pytorch nearest-neighbor-search metric-learning cosine-similarity knn similarity-search similarity-learning pytorch-lightning contrastive-learning

Updated Mar 9, 2023
Python

cvqluu / Angular-Penalty-Softmax-Losses-Pytorch

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

pytorch face-recognition metric-learning speaker-recognition embedding loss-functions face-verification sphereface normface fashion-mnist arcface am-softmax fmnist-dataset loss-function

Updated Oct 5, 2020
Python

powerful-benchmarker

KevinMusgrave / powerful-benchmarker

A library for ML benchmarking. It's powerful.

benchmarking machine-learning computer-vision deep-learning pytorch metric-learning transfer-learning domain-adaptation

Updated Mar 14, 2023
Python

JohnGiorgi / DeCLUTR

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!

natural-language-processing transformers pytorch metric-learning representation-learning semantic-search sentence-similarity sentence-embeddings allennlp self-supervised-learning contrastive-learning semantic-text-similarity

Updated Mar 7, 2023
Python

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