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Search results for python metric learning
metric-learning
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121 search results found
Deep Person Reid
⭐
4,029
Torchreid: Deep learning person re-identification in PyTorch.
Person_reid_baseline_pytorch
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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
Catalyst
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3,151
Accelerated deep learning R&D
Metric Learn
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1,353
Metric learning algorithms in Python
Finetuner
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1,133
🎯 Task-oriented finetuning for better embeddings on neural search
Open Reid
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1,012
Open source person re-identification library in python
Similarity
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979
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
Voxceleb_trainer
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719
In defence of metric learning for speaker recognition
Quaterion
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580
Blazing fast framework for fine-tuning similarity learning models
Humpback Whale Identification 1st
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555
https://www.kaggle.com/c/humpback-whale-identifica
Prototypical Networks
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524
Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
Hardnet
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458
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
Declutr
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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!
Deep Metric Learning Baselines
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330
PyTorch Implementation for Deep Metric Learning Pipelines
Fcgf
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304
Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.
Rkd
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270
Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019
Revisiting_deep_metric_learning_pytorch
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217
(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.
Metric Learning Divide And Conquer
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213
Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019
Magnetloss Pytorch
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213
PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.
Angular Penalty Softmax Losses Pytorch
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185
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
Qaconv
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166
[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning
Deep_metric_learning
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148
Deep metric learning methods implemented in Chainer
Pytorch Image Retrieval
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147
A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).
Dml_cross_entropy
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146
Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)
Pvse
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123
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval (CVPR 2019)
Sapbert
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117
[NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.
Deeplytough
⭐
115
DeeplyTough: Learning Structural Comparison of Protein Binding Sites
Negative Margin.few Shot
⭐
99
PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”
Visual Compatibility
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98
Context-Aware Visual Compatibility Prediction (https://arxiv.org/abs/1902.03646)
Simple Cnaps
⭐
89
Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)
Uma Mot
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89
A Unified Object Motion and Affinity Model for Online Multi-Object Tracking (CVPR2020)
Dmml
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87
code for ICCV19 paper "Deep Meta Metric Learning"
Disent
⭐
87
🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib
Minkloc3d
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78
MinkLoc3D: Point Cloud Based Large-Scale Place Recognition
Multi Camera Object Tracking Via Transferring Representation To Top View
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75
Multi-Camera Object Tracking via Deep Metric Learning
Minklocmultimodal
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73
MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition
Mvgcn
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70
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease (AMIA 2018)
Roadmap
⭐
70
This repository contains the official implementation of the NeurIPS'21 paper, ROADMAP: Robust and Decomposable Average Precision for Image Retrieval.
Symmetrical Synthesis
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66
Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)
Pymetric
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63
pytorch metric learning tools and pycls
Explain_metric_learning
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62
Code for paper: "Visual Explanation for Deep Metric Learning"
Triplet Loss Pytorch
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61
Highly efficient PyTorch version of the Semi-hard Triplet loss ⚡️
Pointglr
⭐
60
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)
Gpq
⭐
59
Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020
Embedding Expansion
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56
Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)
Open Ucn
⭐
52
Fully convolutional metric learning for geometric image correspondences.
Kernelmethods
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42
Foundational library for Kernel methods in pattern analysis and machine learning
Spml
⭐
42
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning
Intelligibility Metricgan
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42
Implementation for paper "iMetricGAN: Intelligibility Enhancement for Speech-in-Noise using Generative Adversarial Network-based Metric Learning"
Minkloc3dv2
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41
MinkLoc3Dv2: Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training
Heated_up_softmax_embedding
⭐
40
Project page for Heated-up Softmax Embedding
Simple Cnaps
⭐
40
Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022) and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (TPAMI 2022 - in submission)
Tce
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39
This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
Idml
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38
[TPAMI 2023] Official implementation of Introspective Deep Metric Learning.
Cvpr2020_pads
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36
Code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning" (CVPR 2020)
Tf_retrieval_baseline
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36
A Tensorflow retrieval (space embedding) baseline. Metric learning baseline on CUB and Stanford Online Products.
Recipe1m.bootstrap.pytorch
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34
Retrieve recipes from foodie pictures using Deep Learning and Pytorch
Invariance Equivariance
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33
"Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah (CVPR 2021)
Icl Ceil
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33
Code for our paper “Compositional Exemplars for In-context Learning”.
Cluster Loss Tensorflow
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29
This a an impletation of Deep Metric Learning via Facility Location on tensorflow
Hier Cvpr23
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28
Official PyTorch Implementation of HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization, CVPR 2023
Tf Metric Learning
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28
Minimalistic TensorFlow2+ deep metric/similarity learning library with loss functions, miners, and utils as embedding projector.
Gedml
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27
Generalized Deep Metric Learning.
Eccv2020_diva_multifeature_dml
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26
(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.
Tf_ms_loss
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25
Tensorflow Implementation of Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning
Pylmnn
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25
Large Margin Nearest Neighbors implementation in python
Tomotwin Cryoet
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24
cryo-ET particle picking using triplet networks and metric learning
Deep Tama
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24
Official python re-implementation of the paper, Y. Yoon et al. Online Multiple Pedestrians Tracking using Deep Temporal Appearance Matching Association, Elsevier Information Sciences
Avsl
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24
[CVPR 2022] Official PyTorch implementation for Attributable Visual Similarity Learning
Instance Seg
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20
instance segmentation with deep metric learning and context
Pytorch Hdml
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20
Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch
Proxy Synthesis
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20
Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)
Push And Pull Network
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20
The official implementation of P^2Net (Push-and-Pull Network) for fine-grained ship classification in remote sensing images
Matanet
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19
This repository is the code of paper "Multi-scale Adaptive Task Attention Network for Few-Shot Learning (ICPR-2022)".
Nccnet
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19
Weakly Supervised Deep Metric Learning for Template Matching
Globalfsl2019
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18
Implementation for paper "Few-Shot Learning with Global Class Representations" (https://arxiv.org/abs/1908.05257)
Robrank
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18
Adversarial Attack and Defense in Deep Ranking, arXiv:2106.03614
Gsv Cities
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17
GSV-Cities: a dataset and framework for visual place recognition
Advrank
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17
Adversarial Ranking Attack and Defense, ECCV, 2020.
Metric_learning_adversarial_robustness
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17
Code for NeurIPS 2019 Paper
Pedcc Loss
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16
A New Loss Function for CNN Classifier Based on Pre-defined Evenly-Distributed Class Centroids
Metric Learning
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16
Use metric learning to cluster images and run similar image queries
Classification
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15
图像识别框架(简单 / 模块化 / 高扩展 / 分布式 / 自动剪枝)
Online Soft Mining And Class Aware Attention Pytorch
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15
(Pytorch and Tensorflow) Implementation of Weighted Contrastive Loss (Deep Metric Learning by Online Soft Mining and Class-Aware Attention)
Skeleton Dml
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15
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition
Mhcln
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15
Deep Metric and Hash Code Learning Network for Content Based Retrieval of Remote Sensing Images
Pytorchcml
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14
PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.
Poodle
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14
Official implementation of POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples (NeurIPS 2021)
S2sd
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14
Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning
Spl Advise
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13
PyTorch code for BMVC 2018 paper: "Self-Paced Learning with Adaptive Visual Embeddings"
Densecl
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12
DenseCL + regionCL-D
Adv Reid
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12
Metric Adversarial Attacks and Defense
Generalization Dml
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11
Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer?
Face_clustering
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11
Sort similar looking face pictures to clusters
Disam
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11
Code and pretrained models for our paper "Domain-invariant Similarity Activation Map Metric Learning for Retrieval-based Long-term Visual Localization"
Radarloc
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10
RadarLoc: Large-Scale Topological Radar Localization Using Learned Descriptors
Wsad
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10
Weakly Supervised Temporal Action Localization Using Deep Metric Learning
Hcn Prototypeloss Pytorch
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10
Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)
St2vec
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9
Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.
Ladderloss
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9
Ladder Loss for Coherent Visual-Semantic Embedding, AAAI, 2020
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