21 results found Sort:

google-research
simclr google-research
627
4.2k
apache-2.0
47
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
simclr simclrv2 computer-vision contrastive-learning unsupervised-learning representation-learning self-supervised-learning
This repository has been archived (exclude archived)
Created 2020-03-10
40 commits to master branch, last one about a year ago
open-mmlab
mmselfsup open-mmlab
432
3.2k
apache-2.0
45
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
mae beit moco simclr pytorch simsiam masked-image-modeling unsupervised-learning self-supervised-learning
Created 2020-06-12
654 commits to main branch, last one about a year ago
sthalles
SimCLR sthalles
468
2.3k
mit
21
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
simclr pytorch torchvision deep-learning contrastive-loss machine-learning unsupervised-learning pytorch-implementation representation-learning
Created 2020-02-17
144 commits to master branch, last one 3 years ago
vturrisi
solo-learn vturrisi
187
1.4k
mit
12
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
mae byol dino moco swav nnclr ressl simclr vicreg pytorch simsiam vibcreg deepcluster nvidia-dali barlow-twins pytorch-lightning transformer-models contrastive-learning masked-input-prediction self-supervised-learning
Created 2021-03-06
378 commits to main branch, last one 11 months ago
wvangansbeke
Unsupervised-Classification wvangansbeke
269
1.4k
other
54
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
moco simclr eccv2020 eccv-2020 clustering contrastive-learning image-classification unsupervised-learning representation-learning self-supervised-learning
Created 2020-03-16
45 commits to master branch, last one about a year ago
tensorflow
similarity tensorflow
105
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
Spijkervet
SimCLR Spijkervet
166
770
mit
8
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
simclr pytorch contrastive-learning unsupervised-learning representation-learning
Created 2020-03-10
116 commits to master branch, last one about a year ago
sthalles
PyTorch-BYOL sthalles
72
480
unknown
12
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
byol simclr pytorch deep-learning unsupervised-learning representation-learning self-supervised-learning
Created 2020-06-17
25 commits to master branch, last one 4 years ago
PaddlePaddle
PASSL PaddlePaddle
65
277
apache-2.0
11
PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，simsiam, SwAV, BEiT，MAE 等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法
cvt mae pvt vit beit clip deit moco swav xcit paddle pixpro simclr moco-v2 convnext deep-learning swin-transformer vision-transformer self-supervised-learning
Created 2021-01-28
127 commits to main branch, last one about a year ago
mpatacchiola
self-supervised-relational-reasoning mpatacchiola
24
143
mit
8
Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.
stl10 rotnet simclr deepcluster deep-learning deep-neural-networks relational-reasoning unsupervised-learning self-supervised-learning
Created 2020-06-08
27 commits to master branch, last one 8 months ago
p-giakoumoglou
pyssl p-giakoumoglou
9
132
mit
5
Self-Supervised Learning in PyTorch
ssl byol dino moco swav mocov2 mocov3 simclr supcon moco-v2 moco-v3 pytorch simsiam simclrv2 simclr-v2 barlowtwins barlow-twins contrastive-learning pytorch-implementation self-supervised-learning
Created 2023-05-26
137 commits to main branch, last one 9 months ago
miccunifi
ARNIQA miccunifi
3
117
other
8
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
iqa biqa fr-iqa nr-iqa resnet simclr deep-learning image-quality computer-vision image-processing low-level-vision degradation-model image-degradation full-reference-iqa contrastive-learning image-quality-assessment self-supervised-learning blind-image-quality-assessment no-reference-image-quality-assessment full-reference-image-quality-assessment
Created 2023-10-19
39 commits to main branch, last one 26 days ago
mwdhont
SimCLRv1-keras-tensorflow mwdhont
26
109
mit
8
Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)
t-sne python simclr keras-models keras-tensorflow contrastive-learning self-supervised-learning
Created 2020-07-14
30 commits to master branch, last one 4 years ago
AIM-Harvard
foundation-cancer-image-biomarker AIM-Harvard
11
89
mit
5
[Nature Machine Intelligence 2024] Code and evaluation repository for the paper
simclr medical-imaging foundation-models cancer-imaging-research representation-learning
Created 2023-06-03
146 commits to master branch, last one about a month ago
Junya-Chen
FlatCLR Junya-Chen
8
88
unknown
2
FlatNCE: A Novel Contrastive Representation Learning Objective
simclr flatclr computer-vision contrastive-learning representation-learning self-supervised-learning
Created 2021-05-25
32 commits to main branch, last one 3 years ago
mdiephuis
SimCLR mdiephuis
12
80
mit
6
Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"
simclr pytorch contrastive-learning unsupervised-learning representation-learning
Created 2020-03-04
92 commits to master branch, last one 3 years ago
iantangc
ContrastiveLearningHAR iantangc
16
72
gpl-3.0
4
Contrastive Learning (SimCLR) for Human Activity Recognition
har python simclr tensorflow time-series mobile-sensing contrastive-learning semi-supervised-learning human-activity-recognition
Created 2020-11-04
13 commits to main branch, last one 3 years ago
VITA-Group
CV_LTH_Pre-training VITA-Group
14
68
unknown
15
[CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Car...
moco simclr simclrv2 transfer imagenet-pr pre-training transfer-learning lottery-ticket-hypothesis
Created 2020-12-12
12 commits to main branch, last one 3 years ago
V2AI
SelfSup V2AI
8
58
apache-2.0
5
Collections of self-supervised methods, based on cvpods.
byol eqco scrl simo swav cvpods simclr det-con moco-v2 selfsup simsiam cifar-10 imagenet barlow-twins classification point-contrast self-supervised contrastive-learning
Created 2020-12-07
43 commits to master branch, last one 3 years ago
yang-ruixin
pytorch-image-models-with-simclr yang-ruixin
6
36
apache-2.0
2
Multi-label classification based on timm, and add SimCLR to timm.
timm mixnet simclr pytorch multi-task mobilenetv3 multi-label efficientnet self-supervised semi-supervised pretrained-models transfer-learning pretrained-weights imagenet-classifier multi-task-learning gradient-centralization self-supervised-learning semi-supervised-learning vision-transformer-models multi-label-classification
Created 2021-09-11
3 commits to master branch, last one 3 years ago
rush2406
Self-Supervised-Learning-for-Fine-grained-Image-Classification rush2406
4
36
unknown
4
Applied Self Supervised Learning techniques such as Jigsaw as pretext task, SRGAN and SimCLR for fine-grained classification
fgvc srgan jigsaw simclr pytorch fine-grained classification self-supervised-learning fine-grained-classification
Created 2021-05-03
74 commits to master branch, last one about a year ago