simclr

There are 1 repository under simclr topic.

google-research / simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
simclr contrastive-learning representation-learning self-supervised-learning unsupervised-learning computer-vision simclrv2
Language:Jupyter Notebook 4356
open-mmlab / mmselfsup
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
self-supervised-learning unsupervised-learning pytorch moco simclr simsiam mae masked-image-modeling beit
Language:Python 3275
sthalles / SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
machine-learning deep-learning representation-learning pytorch-implementation pytorch torchvision unsupervised-learning contrastive-loss simclr
Language:Jupyter Notebook 2435
vturrisi / solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
simclr nvidia-dali contrastive-learning pytorch pytorch-lightning barlow-twins self-supervised-learning swav byol moco simsiam vicreg nnclr dino deepcluster ressl vibcreg transformer-models mae masked-input-prediction
Language:Python 1508
Unsupervised-Classification
wvangansbeke / Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
unsupervised-learning image-classification self-supervised-learning clustering eccv-2020 eccv2020 representation-learning contrastive-learning simclr moco
Language:Python 1445
tensorflow / similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
similarity-learning metric-learning similarity-search nearest-neighbor-search nearest-neighbors deep-learning tensorflow contrastive-learning machine-learning unsupervised-learning clustering python simclr simclr2 barlow-twins simsiam cosine-similarity knn
Language:Python 1023
SimCLR
Spijkervet / SimCLR
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
Language:Python 799
sthalles / PyTorch-BYOL
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
pytorch byol representation-learning simclr unsupervised-learning deep-learning self-supervised-learning
Language:Jupyter Notebook 496
PaddlePaddle / PASSL
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
deep-learning moco moco-v2 simclr clip self-supervised-learning paddle swin-transformer vision-transformer beit cvt convnext pixpro mae vit deit pvt xcit swav
Language:Python 284
miccunifi / ARNIQA
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
biqa blind-image-quality-assessment degradation-model image-degradation image-quality-assessment iqa low-level-vision no-reference-image-quality-assessment nr-iqa resnet self-supervised-learning simclr contrastive-learning deep-learning fr-iqa full-reference-image-quality-assessment full-reference-iqa image-processing image-quality computer-vision
Language:Python 145
mpatacchiola / self-supervised-relational-reasoning
Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.
self-supervised-learning unsupervised-learning relational-reasoning deep-learning deep-neural-networks simclr rotnet deepcluster stl10
Language:Python 143
p-giakoumoglou / pyssl
Self-Supervised Learning in PyTorch
self-supervised-learning simclr simsiam supcon byol contrastive-learning ssl swav pytorch barlow-twins barlowtwins dino moco moco-v2 moco-v3 mocov2 pytorch-implementation simclrv2 mocov3 simclr-v2
Language:Python 138
AIM-Harvard / foundation-cancer-image-biomarker
[Nature Machine Intelligence 2024] Code and evaluation repository for the paper
cancer-imaging-research foundation-models medical-imaging representation-learning simclr
Language:Jupyter Notebook 121
mwdhont / SimCLRv1-keras-tensorflow
Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)
simclr keras-models keras-tensorflow self-supervised-learning contrastive-learning python t-sne
Language:Jupyter Notebook 111
Separius / SimCLRv2-Pytorch
Pretrained SimCLRv2 models in Pytorch
simclr contrastive pretrained selfsupervised resnet pytorch
Language:Python 105
Junya-Chen / FlatCLR
FlatNCE: A Novel Contrastive Representation Learning Objective
computer-vision representation-learning self-supervised-learning contrastive-learning flatclr simclr
Language:Python 90
mdiephuis / SimCLR
Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"
pytorch simclr contrastive-learning representation-learning unsupervised-learning
Language:Python 82
iantangc / ContrastiveLearningHAR
Contrastive Learning (SimCLR) for Human Activity Recognition
python human-activity-recognition har contrastive-learning semi-supervised-learning time-series tensorflow simclr mobile-sensing
Language:Jupyter Notebook 79
VITA-Group / CV_LTH_Pre-training
[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 Carbin, Zhangyang Wang
pre-training lottery-ticket-hypothesis transfer transfer-learning moco simclr simclrv2 imagenet-pr
Language:Python 68
leaderj1001 / SimSiam
Exploring Simple Siamese Representation Learning
self-supervised-learning simsiam simclr
Language:Python 60
V2AI / SelfSup
Collections of self-supervised methods, based on cvpods.
moco-v2 simclr byol simsiam swav eqco self-supervised simo cvpods barlow-twins point-contrast scrl imagenet cifar-10 contrastive-learning det-con classification selfsup
Language:Python 58
rush2406 / Self-Supervised-Learning-for-Fine-grained-Image-Classification
Applied Self Supervised Learning techniques such as Jigsaw as pretext task, SRGAN and SimCLR for fine-grained classification
self-supervised-learning fine-grained-classification fgvc classification fine-grained simclr srgan pytorch jigsaw
Language:Jupyter Notebook 38
yang-ruixin / pytorch-image-models-with-simclr
Multi-label classification based on timm, and add SimCLR to timm.
simclr semi-supervised-learning self-supervised-learning semi-supervised self-supervised timm pytorch transfer-learning pretrained-models multi-label-classification multi-label multi-task multi-task-learning pretrained-weights efficientnet gradient-centralization mixnet mobilenetv3 vision-transformer-models imagenet-classifier
Language:Jupyter Notebook 38
theolepage / sslsv
Toolkit for training and evaluating Self-Supervised Learning (SSL) frameworks for Speaker Verification (SV).
deep-learning self-supervised-learning speaker-recognition speaker-verification pytorch simclr vicreg barlowtwins byol deepcluster dino moco simsiam swav ssl sv voxceleb cpc speaker-representation w-mse
Language:Python 35
HymEric / Awesome-Representation-Learning-CV-PaperAndCode
Awesome-Representation-Learning-CV-PaperAndCodes, lasted development in the representation learning area.
representation representation-learning disentangled-representations disassembling-representation contrastive-learning self-supervised unsupervised vae gan clustering image-translation simclr moco
34
sthalles / SimCLR-tensorflow
TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
tensorflow contrastive-loss contrastive-learning simclr representation-learning unsupervised-learning self-supervised-learning
Language:Python 27
bulatkh / csshar_tfa
Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition
human-activity-recognition self-supervised-learning simclr wearable-devices temporal-feature-alignment
Language:Python 26
biomedia-mira / counterfactual-contrastive
Code for the paper "Robust representations for image classification via counterfactual contrastive learning" (Medical Image Analysis) and "Counterfactual contrastive learning: robust representations via causal image synthesis" (MICCAI Data Engineering Workshop)
classification contrastive-learning counterfactual medical-imaging robustness counterfactual-contrastive-learning dinov2 simclr
Language:Python 19
groomata / vision
Clean, reproducible, boilerplate-free deep learning project template.
pytorch pytorch-lightning einops timm simclr albumentations docker mlops hydra hydra-zen self-supervised-learning imagenet
Language:Python 19
thunderInfy / simclr
This repo contains code for SimCLR : A Simple Framework for Contrastive Learning of Visual Representations
self-supervised-learning contrastive-learning simclr research-paper pytorch-implementation deep-learning
Language:Python 19
wgcban / mix-bt
Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples
barlow-twins byol contrastive-learning mixup representation-learning self-supervised-learning simclr cifar-10 cifar-100 stl-10 tiny-imagenet imagenet knn-classification linear-probing
Language:Python 18
sooonwoo / CL-Baselines
This is a Pytorch implementation of contrastive Learning(CL) baselines.
contrastive-learning self-supervised-learning simclr mocov2 simsiam pytorch
Language:Python 14
bayer-science-for-a-better-life / contrastive-reconstruction
Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image representations by jointly optimizing a contrastive and a self-reconstruction loss.
keras tensorflow2 self-supervised-learning simclr conrec attention-pooling finegrained represenation-learning toy-dataset
Language:Python 13
pritamqu / OOD-VSSL
[NeurIPS 2023 (Spotlight)] Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts
distribution-shift out-of-distribution self-supervised-learning video-learning byol dino mae moco-v3 simclr simsiam transformer
Language:Python 13
YeonwooSung / SelfSupervisedLearning_PyTorch
PyTorch Implementation of Self-Supervised Learning models
byol auto-encoder autoencoder jigsaw-puzzle simclr self-supervised-learning glom
Language:Jupyter Notebook 13
audrina-ebrahimi / AK_SSL
A python library for self-supervised learning
byol contrastive-learning dino machine-learning moco pytorch self-supervised-learning simclr simsiam ssl swav albef clip multimodal-learning slip uniter vse simvlm
Language:Python 11