GitHub topics: simclr

Repositories

vturrisi/solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

Language: Python - Size: 5.04 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 1,487 - Forks: 190

tensorflow/similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

Language: Python - Size: 177 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 1,022 - Forks: 106

AIM-Harvard/foundation-cancer-image-biomarker

[Nature Machine Intelligence 2024] Code and evaluation repository for the paper

Language: Jupyter Notebook - Size: 67.6 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 110 - Forks: 14

sthalles/SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Language: Jupyter Notebook - Size: 80.5 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 2,401 - Forks: 478

sthalles/PyTorch-BYOL

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

Language: Jupyter Notebook - Size: 83 KB - Last synced at: 13 days ago - Pushed at: almost 3 years ago - Stars: 492 - Forks: 74

keitao7gawa/ssl-exp

自己教師あり学習の実験レポジトリ

Language: Jupyter Notebook - Size: 368 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

A PyTorch implementation of SimCLR (contrastive self-supervised learning) for CIFAR-10. This project learns visual representations without labels, then evaluates features through linear probing. Includes training scripts, model evaluation, and visualization tools for computer vision research.

Language: Python - Size: 5.86 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

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

Language: Python - Size: 2.81 MB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 281 - Forks: 65

wvangansbeke/Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

Language: Python - Size: 13.1 MB - Last synced at: 21 days ago - Pushed at: almost 2 years ago - Stars: 1,424 - Forks: 271

open-mmlab/mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

Language: Python - Size: 3.39 MB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 3,258 - Forks: 438

Spijkervet/SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

Language: Python - Size: 322 KB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 788 - Forks: 169

theolepage/sslsv

Framework for training and evaluating self-supervised learning methods for speaker verification.

Language: Python - Size: 10.6 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 23 - Forks: 7

TheodoreIoannidis/SimCLR-YOLO-anomaly-detection

Anomaly detection in the small intestine using YOLOv8 and SimCLR. Code from my thesis at AUTh Electrical and Computer Engineering.

Language: Jupyter Notebook - Size: 774 KB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

p-giakoumoglou/pyssl

Self-Supervised Learning in PyTorch

Language: Python - Size: 12.1 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 136 - Forks: 9

cruiseresearchgroup/forecasting-on-new-roads

Official repo for the following paper: Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training (SCPT) (ECML PKDD DAMI '23)

Language: Python - Size: 5.44 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 4

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

Language: Python - Size: 1.44 MB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 69 - Forks: 14

lionelblonde/simclr-bigearthnet-pytorch

PyTorch implementation of SimCLR

Language: Python - Size: 152 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

miccunifi/ARNIQA

[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment

Language: Python - Size: 17.4 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 126 - Forks: 3

DeKUT-DSAIL/rhd-ssl-multitask

Multitask classification for echocardiographic views, rhd conditions & rhd severity using self supervised learning techniques.

Language: Jupyter Notebook - Size: 114 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

alexchilton/CAS_AML_Module_4

Module 4 Papers we reviewed for the CAS Uni Bern AML Course

Language: Jupyter Notebook - Size: 63.8 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

google-research/simclr 📦

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Language: Jupyter Notebook - Size: 3.77 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 4,172 - Forks: 634

goamegah/Self-or-Semi-Supervised-Learning-Images

Exploration of Self or Semi-Supervised learning for handling unlabeled data

Language: Jupyter Notebook - Size: 3.73 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 0

goamegah/pytorch-simclr

Experiments of Pytorch SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Language: Python - Size: 3.01 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 0

V2AI/SelfSup

Collections of self-supervised methods, based on cvpods.

Language: Python - Size: 141 KB - Last synced at: about 18 hours ago - Pushed at: almost 4 years ago - Stars: 58 - Forks: 8

mpatacchiola/self-supervised-relational-reasoning

Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

Language: Python - Size: 1010 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 142 - Forks: 25

mwdhont/SimCLRv1-keras-tensorflow

Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)

Language: Jupyter Notebook - Size: 45.3 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 109 - Forks: 26

KartaYu/Alzheimer-MRI-Classification-with-Self-Supervised-Learning-

Language: Jupyter Notebook - Size: 8.05 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

lucaswychan/contrastive-resnet50

Employ contrastive learning to enhance the ResNet-50 performace for skin lesion classification.

Language: Python - Size: 798 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

gmum/CASSLE Fork of hankook/AugSelf

Official implementation of "Augmentation-aware Self-supervised Learning with Conditioned Projector"

Language: Python - Size: 453 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 0

aakashks/SupCon-DR

Supervised Contrastive Learning for Diabetic Retinopathy Classification

Language: Python - Size: 45.2 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

audrina-ebrahimi/AK_SSL

A python library for self-supervised learning

Language: Python - Size: 668 KB - Last synced at: 6 days ago - Pushed at: 10 months ago - Stars: 9 - Forks: 1

sthalles/SimCLR-tensorflow

TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Language: Python - Size: 32.2 KB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 27 - Forks: 7

RezuanChowdhuryRifat/Bad-root-canal-detection

A deep learning model that finds out dental malpractice from tooth x-ray images.

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

maryhzd/DeepLearning-ShortProjects

Quick and simple Deep Learning projects for learning and experimenting. Ideal for beginners and those looking to practice AI concepts.

Language: Jupyter Notebook - Size: 8.13 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

ekorman/neurve

topological deep learning

Language: Python - Size: 30.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 8 - Forks: 1

wgcban/mix-bt

Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples

Language: Python - Size: 8.67 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 1

AmishaSomaiya/Machine-Learning

Machine Learning Code Implementations in Python

Language: Python - Size: 36.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

joanlafuente/ComicVT5

Implementation of Multimodal Transformer for Comics Text-Cloze

Language: Python - Size: 1.34 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

4pygmalion/SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Language: Jupyter Notebook - Size: 553 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

GuohongLi/simclr-pytorch

a pytorch version implementation of simclr

Language: Python - Size: 22.5 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1

serdarozsoy/SimCLR.jl

SimCLR implementation in Julia

Language: Jupyter Notebook - Size: 310 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

fzdayn77/Forward-Forward-Algorithm-for-Self-Supervised-Training-of-Deep-Networks

Implementation of the simCLR framework using the forward-forward algorithm

Language: Python - Size: 86 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

berfukaraca/SSL-Cifar10-ContrastiveLearning

PyTorch Implementation of SimCLR on Cifar10 Data

Language: Jupyter Notebook - Size: 244 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

JStyborski/SSL_Sandbox

SSL Sandbox: Modular SSL Models

Language: Python - Size: 1000 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

bulatkh/csshar_tfa

Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition

Language: Python - Size: 515 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 2

sooonwoo/CL-Baselines

This is a Pytorch implementation of contrastive Learning(CL) baselines.

Language: Python - Size: 92.8 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 4

chagmgang/simclr_pytorch

A Simple Framework for Contrastive Learning of Visual Representations of pytorch implementation

Language: Python - Size: 2.53 MB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

Sangh0/Self-Supervised-Learning

Review and Implement Paper of Self-supervised learning

Language: Python - Size: 21 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

neurocode-ai/neurocode

👨‍🔬 EEG/MEG self-supervised learning toolbox.

Language: Python - Size: 433 KB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

talipucar/SimCLR

Pytorch implementation of the paper, "A Simple Framework for Contrastive Learning of Visual Representations", or SimCLR, https://arxiv.org/pdf/2002.05709.pdf

Language: Python - Size: 2.24 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

pritamqu/OOD-VSSL

[NeurIPS 2023 (Spotlight)] Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts

Language: Python - Size: 10.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

ManafMukred/Self-Supervised-object-detection

This project utilized Self-Supervised learning methods (SimCLR & SimSiam) to recognize vehicle-type (or any object) based on a custom dataset

Language: Jupyter Notebook - Size: 874 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

soham0209/simclr-intel-image-classification

Exploring Semi-supervised learning on Intel Image Classification

Language: Python - Size: 631 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Rish-01/Contrastive-Learning-IISc

Contrastive learning implementations using pyssl

Language: Python - Size: 29.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

jihoahn9303/lSCLRec

Improving recommendation diversity with using contrastive learning

Language: Python - Size: 2.55 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

geekpradd/SimCLR-PyTorch-VISDA

SimCLR running on the VISDA Dataset for Domain Adaptation (contrastive loss based self supervised learning + gan for domain alignment)

Language: Jupyter Notebook - Size: 80.5 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

Cyrilvallez/SimCLR

Implementation of the unsupervised SimCLR pre-training method.

Language: Python - Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Vivikar/central-sulcus-analysis

Repository containing source code of the master thesis: "Synthetic Data and Contrastive Self-Supervised Training for Central Sulcus Segmentation"

Language: Jupyter Notebook - Size: 76.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

jonahanton/SSL_medicalimaging

Codebase for Imperial MSc AI Group Project: How Well Do Self-Supervised Models Transfer to Medical Imaging?

Language: Jupyter Notebook - Size: 378 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 4

deleOO/SimCLR-ML-Project

PyTorch implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)

Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

soumitri2001/SmallDataSSL

[ICIP 2023] Exploring Self-Supervised Learning for Low-Resource Medical Image Analysis, IEEE Intl. Conf. on Image Processing (ICIP), 2023 (accepted)

Language: Python - Size: 30.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

kealennieh/simple-ssl-pytorch

a simple framework with self-supervised learning models

Language: Python - Size: 23.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

Cyrilvallez/Unsupervised-improvement-of-image-similarity

Finetuning and clustering library for image perceptual similarity models.

Language: Python - Size: 4.62 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

fzdayn77/Bachelor-thesis

Language: Jupyter Notebook - Size: 610 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mdiephuis/SimCLR

Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"

Language: Python - Size: 854 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 77 - Forks: 11

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

Language: Jupyter Notebook - Size: 279 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 24 - Forks: 4

mona251/Intriguing-Properties-of-Contrastive-Losses

Re-implementation of Intriguing Properties of Contrastive Losses paper

Language: Jupyter Notebook - Size: 197 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

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.

Language: Python - Size: 680 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 3

Ravnholt7507/BachelorProjekt

Bachelors project of group CS-23-DAT-6-06 of Aalborg university

Language: Python - Size: 126 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

wilhelmagren/DA231X-Degree-Project 📦

M.Sc.Eng Degree Project in Computer Science. :sunflower:

Language: Python - Size: 211 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

shilu10/SimCLR-tensorflow2

This Repository contains unoffical implementation of SimCLR paper in Tensorflow2

Language: Jupyter Notebook - Size: 227 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

groomata/vision

Clean, reproducible, boilerplate-free deep learning project template.

Language: Python - Size: 148 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 4

Xiaoyang-Song/Robust-SimCLR-via-Adversarial-Meta-Learning

Adversarial Meta Learning on Contrastive Learning model SimCLR. Aiming to robustify original SimCLR with data augmentation and adversarial training.

Language: Python - Size: 43.2 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

iantangc/ContrastiveLearningHAR

Contrastive Learning (SimCLR) for Human Activity Recognition

Language: Jupyter Notebook - Size: 2.19 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 45 - Forks: 13

lattice-ai/meta-pretraining Fork of aniruddhraghu/meta-pretraining 📦

Fork of Official Implementation of Meta-Learning to Improve Pre-Training, NeurIPS'21 Poster. (https://arxiv.org/abs/2111.01754)

Language: Python - Size: 116 KB - Last synced at: about 8 hours ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

leaderj1001/SimSiam

Exploring Simple Siamese Representation Learning

Language: Python - Size: 18.6 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 53 - Forks: 9

HymEric/Awesome-Representation-Learning-CV-PaperAndCode

Awesome-Representation-Learning-CV-PaperAndCodes, lasted development in the representation learning area.

Size: 120 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 3

Junya-Chen/FlatCLR

FlatNCE: A Novel Contrastive Representation Learning Objective

Language: Python - Size: 1.05 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 75 - Forks: 8

Separius/SimCLRv2-Pytorch 📦

Pretrained SimCLRv2 models in Pytorch

Language: Python - Size: 25.4 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 88 - Forks: 22

Related Keywords

simclr 93 self-supervised-learning 55 contrastive-learning 40 pytorch 38 deep-learning 26 representation-learning 18 unsupervised-learning 16 simsiam 15 byol 14 computer-vision 14 moco 14 python 10 barlow-twins 9 swav 8 self-supervised 7 dino 7 machine-learning 6 tensorflow 6 pytorch-implementation 6 mae 5 ssl 5 resnet 5 barlowtwins 4 simclrv2 4 clustering 4 moco-v2 4 transfer-learning 4 contrastive-loss 4 tensorflow2 4 wandb 3 semi-supervised-learning 3 deepcluster 3 beit 3 moco-v3 3 object-detection 3 image-classification 3 pytorch-lightning 3 imagenet 3 vicreg 3 numpy 3 neural-networks 3 human-activity-recognition 2 matplotlib 2 pretraining 2 forward-forward-algorithm 2 mocov2 2 simclr-v2 2 cnn 2 einops 2 time-series 2 data-augmentation 2 segmentation 2 resnet-50 2 stl10 2 gan 2 generative-adversarial-network 2 deep-neural-networks 2 contrastive 2 classification 2 cifar-10 2 clip 2 metric-learning 2 medical-imaging 2 transformer-models 1 adversarial 1 contrastive-poisoning 1 ressl 1 temporal-feature-alignment 1 wearable-devices 1 eeg 1 meg 1 distribution-shift 1 out-of-distribution 1 transformer 1 video-learning 1 custom-dataset 1 siamese-network 1 diversity 1 nvidia-dali 1 recommendation 1 nnclr 1 visual-representations 1 central-sulcus 1 synthseg 1 u-net 1 chexpert-dataset 1 few-shot-learning 1 pirl 1 cifar-100 1 knn-classification 1 linear-probing 1 mixup 1 stl-10 1 tiny-imagenet 1 central-limit-theorem 1 coordinate-descent-algorithm 1 kernel-ridge-regression 1 kmeans-clustering 1 kmeans-clustering-algorithm 1 lasso-regression 1