68 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
KaiyangZhou
deep-person-reid KaiyangZhou
1.1k
4.3k
mit
107
Torchreid: Deep learning person re-identification in PyTorch.
pytorch re-ranking person-reid cross-domain deep-learning computer-vision image-retrieval metric-learning machine-learning deep-neural-networks person-reidentification
Created 2018-03-11
896 commits to master branch, last one about a year ago
layumi
Person_reID_baseline_pytorch layumi
1.0k
4.1k
mit
77
:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/...
msmt17 cuhk-np pytorch baseline tutorial open-reid re-ranking circle-loss market-1501 object-reid person-reid awesome-reid image-search vehicle-reid random-erasing image-retrieval metric-learning person-reidentification
Created 2017-12-29
131 commits to master branch, last one 2 months ago
catalyst-team
catalyst catalyst-team
388
3.3k
apache-2.0
46
Accelerated deep learning R&D
python pytorch research deep-learning infrastructure computer-vision metric-learning reproducibility image-processing machine-learning object-detection text-segmentation image-segmentation recommender-system text-classification image-classification distributed-computing information-retrieval reinforcement-learning natural-language-processing
Created 2018-08-20
1,698 commits to master branch, last one 2 years ago
jina-ai
finetuner jina-ai
66
1.5k
apache-2.0
28
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
bert jina finetuning fine-tuning openai-clip triplet-loss neural-search metric-learning siamese-network few-shot-learning negative-sampling pretrained-models transfer-learning similarity-learning
This repository has been archived (exclude archived)
Created 2021-08-11
686 commits to main branch, last one about a year ago
scikit-learn-contrib
metric-learn scikit-learn-contrib
234
1.4k
mit
46
Metric learning algorithms in Python
python scikit-learn metric-learning machine-learning
Created 2013-11-02
297 commits to master branch, last one 4 months ago
Cysu
open-reid Cysu
351
1.3k
mit
40
Open source person re-identification library in python
python pytorch deep-learning metric-learning person-reidentification
Created 2017-02-20
212 commits to master branch, last one 6 years ago
jakesnell
prototypical-networks jakesnell
253
1.1k
mit
13
Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
pytorch few-shot omniglot nips-2017 deep-learning metric-learning
Created 2017-11-05
26 commits to master branch, last one 6 years ago
clovaai
voxceleb_trainer clovaai
273
1.1k
mit
30
In defence of metric learning for speaker recognition
voxceleb metric-learning speaker-recognition speaker-verification
Created 2020-03-26
55 commits to master branch, last one 2 years ago
tensorflow
similarity tensorflow
104
1.0k
apache-2.0
29
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
knn python simclr simclr2 simsiam clustering tensorflow barlow-twins deep-learning metric-learning machine-learning cosine-similarity nearest-neighbors similarity-search similarity-learning contrastive-learning unsupervised-learning nearest-neighbor-search
Created 2020-06-15
850 commits to master branch, last one about a year ago
OML-Team
open-metric-learning OML-Team
61
896
apache-2.0
11
Metric learning and retrieval pipelines, models and zoo.
pytorch data-science deep-learning hacktoberfest computer-vision metric-learning hacktoberfest2023 pytorch-lightning hacktoberfest-2023 similarity-learning representation-learning
Created 2022-06-04
422 commits to main branch, last one about a month ago
qdrant
quaterion qdrant
45
643
apache-2.0
10
Blazing fast framework for fine-tuning similarity learning models
knn python pytorch deep-learning metric-learning machine-learning cosine-similarity pytorch-lightning similarity-search similarity-learning contrastive-learning nearest-neighbor-search
Created 2021-08-31
221 commits to master branch, last one 11 months ago
ryanzhumich
Contrastive-Learning-NLP-Papers ryanzhumich
61
542
unknown
14
Paper List for Contrastive Learning for Natural Language Processing
metric-learning machine-learning contrastive-learning representation-learning natural-language-processing
Created 2022-03-02
65 commits to main branch, last one about a year ago
DagnyT
hardnet DagnyT
101
515
mit
18
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
pytorch nips-2017 deep-learning image-matching computer-vision image-retrieval metric-learning convolutional-neural-networks
Created 2017-05-29
104 commits to master branch, last one about a year ago
cvqluu
Angular-Penalty-Softmax-Losses-Pytorch cvqluu
91
484
mit
11
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
arcface pytorch normface embedding am-softmax sphereface fashion-mnist loss-function fmnist-dataset loss-functions metric-learning face-recognition face-verification speaker-recognition
Created 2019-06-13
23 commits to master branch, last one 4 years ago
qdrant
awesome-metric-learning qdrant
20
479
cc0-1.0
15
😎 A curated list of awesome practical Metric Learning and its applications
survey tutorials awesome-list metric-learning anomaly-detection similarity-search semantic-similarity recommendation-system
Created 2022-01-03
35 commits to master branch, last one about a year ago
KevinMusgrave
powerful-benchmarker KevinMusgrave
44
431
unknown
10
A library for ML benchmarking. It's powerful.
pytorch benchmarking deep-learning computer-vision metric-learning machine-learning domain-adaptation transfer-learning
Created 2019-11-09
895 commits to domain-adaptation branch, last one 10 months ago
lenscloth
RKD lenscloth
49
395
unknown
8
Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019
deep-learning computer-vision metric-learning deep-neural-networks knowledge-distillation
Created 2018-11-24
15 commits to master branch, last one 3 years ago
JohnGiorgi
DeCLUTR JohnGiorgi
33
380
apache-2.0
12
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!
pytorch allennlp transformers metric-learning semantic-search sentence-embeddings sentence-similarity contrastive-learning representation-learning self-supervised-learning semantic-text-similarity natural-language-processing
Created 2019-11-26
663 commits to master branch, last one about a year ago
tfzhou
ProtoSeg tfzhou
41
350
mit
17
CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View
fcn softmax prototype clustering transformer segmentation deep-learning nonparametric metric-learning semantic-segmentation nearest-neighbours-classifier
Created 2022-03-12
8 commits to main branch, last one 2 years 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
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
vithursant
MagnetLoss-PyTorch vithursant
29
222
mit
5
PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.
cnn docker pytorch anaconda embeddings deep-learning classification metric-learning
Created 2017-10-04
30 commits to master branch, last one 6 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
cambridgeltl
sapbert cambridgeltl
35
177
mit
11
[NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.
nlp bert bionlp acl2021 naacl2021 language-model metric-learning machine-learning lexical-semantics contrastive-learning representation-learning
Created 2021-04-09
43 commits to main branch, last one about a year ago
jeromerony
dml_cross_entropy jeromerony
18
167
bsd-3-clause
6
Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)
cross-entropy deep-learning metric-learning
Created 2020-03-06
9 commits to master branch, last one 2 years ago
jyhjinghwang
SegSort jyhjinghwang
24
158
mit
6
SegSort: Segmentation by Discriminative Sorting of Segments
deep-learning computer-vision metric-learning semantic-segmentation self-supervised-learning
Created 2019-10-15
14 commits to master branch, last one 4 years ago
BenevolentAI
DeeplyTough BenevolentAI
37
157
other
8
DeeplyTough: Learning Structural Comparison of Protein Binding Sites
3d-models deep-learning drug-discovery metric-learning protein-structure
Created 2019-04-03
36 commits to master branch, last one 2 years ago
bl0
negative-margin.few-shot bl0
17
148
other
10
PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”
mini-imagenet metric-learning few-shot-learning pytorch-implementation
Created 2020-03-25
17 commits to master branch, last one 3 years ago
yalesong
pvse yalesong
24
134
mit
4
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval (CVPR 2019)
mrw-dataset tgif-dataset mscoco-dataset metric-learning cross-modal-retrieval
Created 2019-06-11
84 commits to master branch, last one 9 months ago