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Projects in Awesome Lists tagged with simclr
A curated list of projects in awesome lists tagged with simclr .
https://github.com/google-research/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
computer-vision contrastive-learning representation-learning self-supervised-learning simclr simclrv2 unsupervised-learning
Last synced: 25 Sep 2024
https://github.com/open-mmlab/mmselfsup
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
beit mae masked-image-modeling moco pytorch self-supervised-learning simclr simsiam unsupervised-learning
Last synced: 19 Dec 2024
https://github.com/sthalles/simclr
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
contrastive-loss deep-learning machine-learning pytorch pytorch-implementation representation-learning simclr torchvision unsupervised-learning
Last synced: 20 Dec 2024
https://github.com/vturrisi/solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
barlow-twins byol contrastive-learning deepcluster dino mae masked-input-prediction moco nnclr nvidia-dali pytorch pytorch-lightning ressl self-supervised-learning simclr simsiam swav transformer-models vibcreg vicreg
Last synced: 19 Dec 2024
https://github.com/wvangansbeke/unsupervised-classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
clustering contrastive-learning eccv-2020 eccv2020 image-classification moco representation-learning self-supervised-learning simclr unsupervised-learning
Last synced: 15 Dec 2024
https://github.com/wvangansbeke/Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
clustering contrastive-learning eccv-2020 eccv2020 image-classification moco representation-learning self-supervised-learning simclr unsupervised-learning
Last synced: 30 Oct 2024
https://github.com/tensorflow/similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
barlow-twins clustering contrastive-learning cosine-similarity deep-learning knn machine-learning metric-learning nearest-neighbor-search nearest-neighbors python simclr simclr2 similarity-learning similarity-search simsiam tensorflow unsupervised-learning
Last synced: 20 Dec 2024
https://github.com/spijkervet/simclr
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
contrastive-learning pytorch representation-learning simclr unsupervised-learning
Last synced: 20 Dec 2024
https://github.com/Spijkervet/SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
contrastive-learning pytorch representation-learning simclr unsupervised-learning
Last synced: 05 Nov 2024
https://github.com/sthalles/pytorch-byol
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
byol deep-learning pytorch representation-learning self-supervised-learning simclr unsupervised-learning
Last synced: 15 Dec 2024
https://github.com/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
beit clip convnext cvt deep-learning deit mae moco moco-v2 paddle pixpro pvt self-supervised-learning simclr swav swin-transformer vision-transformer vit xcit
Last synced: 21 Dec 2024
https://github.com/mpatacchiola/self-supervised-relational-reasoning
Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.
deep-learning deep-neural-networks deepcluster relational-reasoning rotnet self-supervised-learning simclr stl10 unsupervised-learning
Last synced: 19 Dec 2024
https://github.com/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
Last synced: 21 Dec 2024
https://github.com/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
imagenet-pr lottery-ticket-hypothesis moco pre-training simclr simclrv2 transfer transfer-learning
Last synced: 16 Nov 2024
https://github.com/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
imagenet-pr lottery-ticket-hypothesis moco pre-training simclr simclrv2 transfer transfer-learning
Last synced: 15 Nov 2024
https://github.com/v2ai/selfsup
Collections of self-supervised methods, based on cvpods.
barlow-twins byol cifar-10 classification contrastive-learning cvpods det-con eqco imagenet moco-v2 point-contrast scrl self-supervised selfsup simclr simo simsiam swav
Last synced: 30 Nov 2024
https://github.com/sthalles/simclr-tensorflow
TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
contrastive-learning contrastive-loss representation-learning self-supervised-learning simclr tensorflow unsupervised-learning
Last synced: 06 Nov 2024
https://github.com/giakoumoglou/classification
Classification of the MNIST dataset using various Deep Learning techniques
classification cnn contrastive-learning deep-learning mnist multiple-instance-learning pytorch simclr
Last synced: 16 Nov 2024
https://github.com/wgcban/mix-bt
Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples
barlow-twins byol cifar-10 cifar-100 contrastive-learning imagenet knn-classification linear-probing mixup representation-learning self-supervised-learning simclr stl-10 tiny-imagenet
Last synced: 02 Nov 2024
https://github.com/goamegah/self-or-semi-supervised-learning-images
Exploration of Self or Semi-Supervised learning for handling unlabeled data
computer-vision contrastive-learning deep-learning gan generative-adversarial-network image-classification pytorch self-supervised-learning semi-supervised-learning simclr
Last synced: 16 Oct 2024
https://github.com/goamegah/pytorch-simclr
Experiments of Pytorch SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
contrastive-learning deep-learning image-classification machine-learning pytorch representation-learning simclr wandb
Last synced: 16 Oct 2024
https://github.com/lucaswychan/contrastive-resnet50
Employ contrastive learning to enhance the ResNet-50 performace for skin lesion classification.
contrastive-learning pytorch resnet-50 simclr skin-lesion-classification
Last synced: 11 Nov 2024
https://github.com/jianzhnie/self_supervised
self-supervised learning
beit byol mae moco self-supervised-learning simclr
Last synced: 06 Dec 2024
