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metric-learning

Here are 123 public repositories matching this topic...

catalyst-team / catalyst

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Accelerated DL 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 Aug 10, 2020
Python

KevinMusgrave / pytorch-metric-learning

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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

Updated Aug 10, 2020
Python

Cysu / open-reid

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Open source person re-identification library in python

python deep-learning pytorch metric-learning person-reidentification

Updated Apr 23, 2019
Python

scikit-learn-contrib / metric-learn

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Metric learning algorithms in Python

python machine-learning scikit-learn metric-learning

Updated Aug 4, 2020
Python

jakesnell / prototypical-networks

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

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

Updated Jun 22, 2018
Python

earhian / Humpback-Whale-Identification-1st-

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

deep-learning kaggle-competition classification metric-learning

Updated Mar 11, 2019
Python

Joker316701882 / Additive-Margin-Softmax

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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

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A simple yet effective loss function for face verification.

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

Updated Aug 3, 2018
MATLAB

Confusezius / Deep-Metric-Learning-Baselines

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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

DagnyT / hardnet

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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 May 14, 2020
Python

kdhht2334 / Survey_of_Deep_Metric_Learning

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A comprehensive survey of deep metric learning and related works

deep-learning tensorflow pytorch metric-learning surveys deep-metric-learning

Updated Jul 30, 2020

daizuozhuo / batch-dropblock-network

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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

CompVis / metric-learning-divide-and-conquer

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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

vithursant / MagnetLoss-PyTorch

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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

lenscloth / RKD

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Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019

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

Updated Dec 9, 2019
Python

KevinMusgrave / powerful-benchmarker

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A PyTorch library for benchmarking deep metric learning. It's powerful.

benchmarking machine-learning computer-vision deep-learning pytorch metric-learning image-retrieval

Updated Aug 6, 2020
Python

leeesangwon / PyTorch-Image-Retrieval

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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

cvqluu / Angular-Penalty-Softmax-Losses-Pytorch

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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 Aug 22, 2019
Python

clovaai / voxceleb_trainer

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In defence of metric learning for speaker recognition

metric-learning speaker-recognition speaker-verification voxceleb

Updated Aug 1, 2020
Python

ronekko / deep_metric_learning

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Deep metric learning methods implemented in Chainer

python deep-learning chainer metric-learning

Updated Jul 12, 2018
Python

jyhjinghwang / SegSort

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SegSort: Segmentation by Discriminative Sorting of Segments

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

Updated May 30, 2020
Python

grib0ed0v / face_recognition.pytorch

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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

CHENGY12 / DMML

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code for ICCV19 paper "Deep Meta Metric Learning"

pytorch baseline metric-learning person-reidentification resnet-50 meta-learning vehicle-reidentification

Updated Jul 30, 2019
Python

gaohuang / S-WMD

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Code for Supervised Word Mover's Distance (SWMD)

word-embeddings metric-learning wasserstein

Updated Jan 7, 2018
MATLAB

yalesong / pvse

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Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval (CVPR 2019)

metric-learning mscoco-dataset cross-modal-retrieval mrw-dataset tgif-dataset

Updated Jul 17, 2020
Python

sheryl-ai / MVGCN

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Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease (AMIA 2018)

metric-learning graph-convolutional-networks multi-view-learning brain-networks

Updated Mar 28, 2020
Python

Revisiting_Deep_Metric_Learning_PyTorch

Confusezius / Revisiting_Deep_Metric_Learning_PyTorch

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(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 this field.

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

Updated Jul 18, 2020
Python

terrytangyuan / lfda

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Local Fisher Discriminant Analysis in R

machine-learning r statistics dimensionality-reduction metric-learning distance-metric-learning

Updated Jul 10, 2020
R

jeromerony / dml_cross_entropy

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Code the the paper "Metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)

deep-learning metric-learning cross-entropy

Updated Mar 25, 2020
Python

kunhe / FastAP-metric-learning

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

pytorch learning-to-rank metric-learning matconvnet cvpr deep-metric-learning

Updated Apr 4, 2020
MATLAB

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