simclr · GitHub Topics

google-research / simclr

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

翻译 - SimCLRv2-大型自我监督模型是强大的半监督学习者

simclr contrastive-learning representation-learning self-supervised-learning unsupervised-learning 机器视觉 simclrv2

Jupyter Notebook 4.22 k

2 年前

open-mmlab / mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

翻译 - 自我监督学习工具箱和基准

self-supervised-learning unsupervised-learning PyTorch moco simclr simsiam masked-image-modeling beit

Python 3.23 k

2 年前

sthalles / SimCLR

#计算机科学#PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

机器学习深度学习 representation-learning pytorch-implementation PyTorch torchvision unsupervised-learning contrastive-loss simclr

Jupyter Notebook 2.35 k

1 年前

vturrisi / solo-learn

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

simclr contrastive-learning PyTorch pytorch-lightning self-supervised-learning swav moco simsiam dino deepcluster transformer-models

Python 1.46 k

24 天前

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

Python 1.41 k

2 年前

tensorflow / similarity

#计算机科学#TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

翻译 - TensorFlow Similarity 是一个 Python 包，专注于使相似性学习变得快速而简单。

Python 1.02 k

10 个月前

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

Python 778

10 个月前

sthalles / PyTorch-BYOL

#计算机科学#PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

PyTorch representation-learning simclr unsupervised-learning 深度学习 self-supervised-learning

Jupyter Notebook 483

3 年前

PaddlePaddle / PASSL

#计算机科学#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

深度学习 moco simclr clip self-supervised-learning paddle swin-transformer vision-transformer beit convnext vit deit pvt swav

Python 281

2 年前

mpatacchiola / self-supervised-relational-reasoning

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

self-supervised-learning unsupervised-learning 深度学习深度神经网络 simclr deepcluster

Python 142

1 年前

p-giakoumoglou / pyssl

Self-Supervised Learning in PyTorch

self-supervised-learning simclr simsiam contrastive-learning TLS (Transport Layer Security)swav PyTorch dino moco pytorch-implementation simclrv2

Python 134

1 年前

miccunifi / ARNIQA

#计算机科学#[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment

image-quality-assessment low-level-vision resnet self-supervised-learning simclr contrastive-learning 深度学习图像处理 image-quality 机器视觉

Python 125

1 个月前

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

Jupyter Notebook 109

2 个月前

Separius / SimCLRv2-Pytorch

Pretrained SimCLRv2 models in Pytorch

simclr pretrained resnet PyTorch

Python 105

4 年前

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

Jupyter Notebook 100

8 天前

Junya-Chen / FlatCLR

FlatNCE: A Novel Contrastive Representation Learning Objective

机器视觉 representation-learning self-supervised-learning contrastive-learning simclr

Python 89

3 年前

mdiephuis / SimCLR

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

PyTorch simclr contrastive-learning representation-learning unsupervised-learning

Python 81

1 年前

iantangc / ContrastiveLearningHAR

#时序数据库#Contrastive Learning (SimCLR) for Human Activity Recognition

Python human-activity-recognition har contrastive-learning semi-supervised-learning time-series Tensorflow simclr

Jupyter Notebook 75

4 年前

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 Car...

pre-training transfer transfer-learning moco simclr simclrv2

Python 68

2 年前

leaderj1001 / SimSiam

Exploring Simple Siamese Representation Learning

self-supervised-learning simsiam simclr

Python 60

4 年前