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metric-learning

Here are 249 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 Jun 29, 2022
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 May 16, 2022
Python

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

Updated Jul 1, 2022
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 Jul 7, 2022
Python

scikit-learn-contrib / metric-learn

Metric learning algorithms in Python

python machine-learning scikit-learn metric-learning

Updated Jun 21, 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

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

Open

Implement SwAV for self-supervised learning

7

owenvallis commented Dec 24, 2021

https://arxiv.org/abs/2006.09882

Read more

good first issue help wanted component:model component:notebook

Open

Add a ranking example

1

Open

Implement multi-siam for segmentation

5

Find more good first issues

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

clovaai / voxceleb_trainer

In defence of metric learning for speaker recognition

metric-learning speaker-recognition speaker-verification voxceleb

Updated Jul 6, 2022
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

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 neural-search jina

Updated Jul 4, 2022
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

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 Jun 21, 2022
Python

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 Jul 7, 2022
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

daizuozhuo / batch-dropblock-network

Official source code of "Batch DropBlock Network for Person Re-identification and Beyond" (ICCV 2019)

pytorch metric-learning image-retrieval person-reidentification

Updated Sep 4, 2019
Python

lenscloth / RKD

Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019

deep-neural-networks computer-vision deep-learning metric-learning knowledge-distillation

Updated May 17, 2021
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 Jun 9, 2022
Python

Revisiting_Deep_Metric_Learning_PyTorch

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.

deep-learning metric-learning image-retrieval deep-metric-learning cars196 wandb stanford-online-products cub200-2011 icml2020

Updated Apr 25, 2022
Python

CompVis / metric-learning-divide-and-conquer

Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019

pytorch metric-learning few-shot-learning

Updated Oct 24, 2019
Python

qdrant / awesome-metric-learning

Sponsor

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

tutorials survey recommendation-system awesome-list metric-learning semantic-similarity similarity-search anomaly-detection

Updated Jul 5, 2022

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).

pytorch metric-learning image-retrieval deep-metric-learning n-pair-loss angular-loss

Updated Feb 6, 2020
Python

vithursant / MagnetLoss-PyTorch

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

docker deep-learning anaconda cnn pytorch embeddings classification metric-learning

Updated Mar 26, 2018
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 Jul 7, 2022
Python

ronekko / deep_metric_learning

Deep metric learning methods implemented in Chainer

python deep-learning chainer metric-learning

Updated Jul 12, 2018
Python

jyhjinghwang / SegSort

SegSort: Segmentation by Discriminative Sorting of Segments

computer-vision deep-learning metric-learning semantic-segmentation self-supervised-learning

Updated Aug 31, 2021
Python

ShengcaiLiao / QAConv

Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting

metric-learning temporal-models re-identification image-matching deep-metric-learning person-reidentification person-search interpretability generalization re-id person-recognition person-re-identification correspondence interpretable-deep-learning reid person-reid adaptive-convolution domain-generalization person-retrieval generalizability

Updated Jun 3, 2022
Python

grib0ed0v / face_recognition.pytorch

Deep Face Recognition in PyTorch

computer-vision deep-learning pytorch face-recognition metric-learning landmark-detection lfw sphereface center-loss focal-loss arcface am-softmax mobilefacenet vggface2 cosface deep-face-recognition sv-softmax

Updated Apr 12, 2019
Python

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