barlow-twins

There are 0 repository under barlow-twins topic.

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
Language:Python 1448
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
Language:Python 1015
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 132
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
theolepage / sslsv
Framework for training and evaluating self-supervised learning methods for speaker verification.
deep-learning meta-project-order-1 meta-project-show self-supervised-learning speaker-recognition speaker-verification meta-project-color-6ee5c7 pytorch simclr vicreg barlowtwins byol deepcluster dino moco simsiam swav
Language:Python 21
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 16
MaxLikesMath / Barlow-Twins-Pytorch
An easy-to-use implementation of Barlow Twins for Pytorch.
barlow-twins cnn computer-vision deep-learning python pytorch pytorch-cnn pytorch-implementation self-super self-supervised-learning unsupervised-learning
Language:Python 15
jonahanton / SSL_audio
Codebase for Imperial MSc AI Individual Project - Self-Supervised Learning for Audio Inference
audio-processing audioset barlow-twins byol deep-learning machine-learning masked-autoencoder self-supervised-learning
Language:Python 9
gmum / CASSLE
Official implementation of "Augmentation-aware Self-supervised Learning with Conditioned Projector"
barlow-twins barlowtwins computer-vision machine-learning moco-v2 moco-v3 pytorch self-supervised self-supervised-learning simclr simsiam
Language:Python 7
soumitri2001 / SmallDataSSL
Exploring Self-Supervised Learning for Low-Resource Medical Image Analysis, ICIP 2023
barlow-twins computer-vision contrastive-learning low-resource medical-imaging non-contrastive-learning self-supervised-learning simclr
Language:Python 7
bornabr / CAPC
Context Aware Predictive Coding (CAPC)
barlow-twins channel-state-information contrastive-learning contrastive-predictive-coding machine-learning self-supervised-learning time-series wifi-sensing
Language:Python 4
kmamine / SSLArtScanpath
Barlow Twins for Scanpath prediction on paintings
convolutional-neural-networks scanpath-prediction self-supervised-learning barlow-twins
Language:Python 4
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
barlow-twins custom-dataset object-detection self-supervised-learning simclr simsiam tensorflow transfer-learning
Language:Jupyter Notebook 3
hamna-moieez / cbt-embed-reg
This repository contains the code for continual barlow twins with embedding regularizer as a continual learning technique.
barlow-twins continual-ai continual-learning embedding-regularization satellite-imagery self-supervised-continual-learning self-supervised-learning
Language:Python 2
clementapa / RecvisProject
In this project, we propose to study Vision Transformers trained using the Barlow Twins self-supervised method, and compare the results with DINO. We demonstrate the effectiveness of the Barlow Twins method by showing that networks pretrained on the small PASCAL VOC 2012 dataset are able to generalize well. Authors: Apavou Clément & Zucker Arthur
barlow-twins computer-vision deep-learning pytorch pytorch-lightning self-supervised-learning semantic-segmentation vision-transformer
Language:Python 1
markpesic / BarlowTwins
Implementation of Barlow Twins in Pytorch
barlow-twins deep-learning machine-learning pytorch representation-learning self-supervised-learning
Language:Python 1
prakashchhipa / Robsutness-Evaluation-of-Self-supervised-Methods-Distribution-Shifts-and-Corruptions
Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? (ICCV Workshops 2023)
barlow-twins byol computer-vision dino distribution-shifts iccv2023 ood-generalization research-paper robustness self-supervised-learning simclr simsiam
Language:Jupyter Notebook 1
Rish-01 / Contrastive-Learning-IISc
Contrastive learning implementations using pyssl
contrastive-learning barlow-twins byol self-supervised-learning siamese-network simclr simsiam swav
Language:Python 1
Rohanberiwal / Self-Supervised-Particle-Reconstruction-with-GAN-Enhanced-Models
Self supervised Learning On resnet 15 using Custom Generative adverisal Network to generate Images of the labelled and Unlabeled images dataset
barlow-twins convolutional-neural-networks deep-learning deep-neural-networks resnet-18 supervised-learning
Language:Python 1
ShreyPandit / Self-supervised_Barlow-Twins-on-STL-10-Dataset
Copy of assignments submitted to the course-work of DL_425
barlow-twins machine-learning self-supervised-learning
Language:Jupyter Notebook 1
spencerbraun / barlow_twins_timm
Implementation of Barlow Twins: Self-Supervised Learning via Redundancy Reduction with `timm` integration
barlow-twins computer-vision self-supervised-learning timm
Language:Jupyter Notebook 1
dame-cell / barlow-twins
Pytorch-Implementation of barlow twins
barlow-twins cifar10 resnet50
Language:Python 0