15 results found Sort:

KevinMusgrave
pytorch-metric-learning KevinMusgrave
658
6.0k
mit
62
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
pytorch embeddings deep-learning computer-vision image-retrieval metric-learning machine-learning contrastive-learning deep-metric-learning self-supervised-learning
Created 2019-10-23
1,251 commits to master branch, last one about a month ago
Confusezius
Revisiting_Deep_Metric_Learning_PyTorch Confusezius
50
342
mit
8
(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 re...
wandb cars196 icml2020 cub200-2011 deep-learning image-retrieval metric-learning deep-metric-learning stanford-online-products
Created 2020-05-09
34 commits to master branch, last one 3 years ago
tjddus9597
Proxy-Anchor-CVPR2020 tjddus9597
60
316
mit
9
Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020
pytorch cvpr2020 image-retrieval proxy-anchor-loss deep-metric-learning
Created 2020-04-07
41 commits to master branch, last one 2 years ago
leeesangwon
PyTorch-Image-Retrieval leeesangwon
55
275
mit
9
A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).
pytorch n-pair-loss angular-loss image-retrieval metric-learning deep-metric-learning
Created 2019-02-23
27 commits to public branch, last one 4 years ago
ShengcaiLiao
QAConv ShengcaiLiao
31
203
mit
5
[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
reid re-id person-reid person-search correspondence generalization image-matching metric-learning temporal-models generalizability interpretability person-retrieval re-identification person-recognition adaptive-convolution deep-metric-learning domain-generalization person-reidentification person-re-identification interpretable-deep-learning
Created 2019-07-08
53 commits to master branch, last one about a year ago
MKLab-ITI
ndvr-dml MKLab-ITI
18
119
apache-2.0
6
Authors official Tensorflow implementation of the "Near-Duplicate Video Retrieval with Deep Metric Learning" [ICCVW 2017]
dml ndvr video-retrieval deep-metric-learning near-duplicate-video-retrieval
Created 2018-09-13
29 commits to master branch, last one about a year ago
kunhe
FastAP-metric-learning kunhe
15
95
other
6
Code for CVPR 2019 paper "Deep Metric Learning to Rank"
cvpr pytorch matconvnet metric-learning learning-to-rank deep-metric-learning
Created 2019-06-06
16 commits to master branch, last one 3 years ago
wl-zhao
DIML wl-zhao
10
91
unknown
1
[ICCV 2021] Towards Interpretable Deep Metric Learning with Structural Matching
iccv2021 deep-learning computer-vision deep-metric-learning interpretable-deep-learning
Created 2021-08-04
17 commits to master branch, last one 3 years ago
codeglitchz
attendance-system codeglitchz
28
89
mit
7
A simple, modern and scalable facial recognition based attendance system built with Python back-end & Angular front-end.
dlib flask modern opencv python angular attendance sqlalchemy command-line deep-learning face-detection face-encodings face-recognition attendance-system facial-embeddings knn-classification deep-metric-learning face-recognition-python
Created 2019-12-15
67 commits to master branch, last one 2 years ago
IoBT-VISTEC
MIN2Net IoBT-VISTEC
25
77
apache-2.0
5
End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
ae bci dml eeg autoencoder deep-learning machine-learning eeg-classification multi-task-learning deep-metric-learning brain-computer-interface
Created 2021-05-16
29 commits to main branch, last one 2 years ago
QuocThangNguyen
deep-metric-learning-tsinghua-dogs QuocThangNguyen
10
62
unknown
3
Dogs classification with Deep Metric Learning
pytorch triplet-loss proxy-nca-loss soft-triple-loss proxy-anchor-loss deep-metric-learning tsinghua-dogs-dataset fine-grained-classification
Created 2021-03-07
28 commits to master branch, last one 3 years ago
YuehuaZhu
ProxyGML YuehuaZhu
8
57
mit
2
Official PyTorch Implementation of ProxyGML Loss for Deep Metric Learning, NeurIPS 2020 (spotlight)
graph proxy deep-metric-learning
Created 2020-10-09
78 commits to main branch, last one 3 years ago
xrenaa
Human-Motion-Analysis-with-Deep-Metric-Learning xrenaa
8
49
unknown
6
pytorch implement of this paper: https://arxiv.org/abs/1807.11176
eccv dataset pytorch skeleton eccv-2018 deep-metric-learning human-motion-analysis
Created 2019-09-19
22 commits to master branch, last one 3 years ago
tjddus9597
LabelRelaxation-CVPR21 tjddus9597
6
42
mit
4
Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021
pytorch cvpr2021 image-retrieval embedding-trasnfer deep-metric-learning knowledge-distillation
Created 2021-06-14
40 commits to main branch, last one 2 years ago
zbr17
GeDML zbr17
3
35
mit
3
Generalized Deep Metric Learning.
loss-functions computer-vision metric-learning contrastive-learning deep-metric-learning self-supervised-learning
Created 2021-09-06
57 commits to master branch, last one 2 years ago