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moco

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Wikipedia

OpenMMLab Pre-training Toolbox and Benchmark

image-classification resnet mobilenet PyTorch 深度学习 swin-transformer beit clip constrastive-learning convnext masked-image-modeling moco pretrained-models self-supervised-learning vision-transformer multimodal

Python

3731

1101

10 个月前

open-mmlab / mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

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

Python

3274

441

2 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

1505

191

8 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

1443

272

2 年前

wvangansbeke / Unsupervised-Semantic-Segmentation

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

self-supervised-learning representation-learning clustering unsupervised-learning moco contrastive-learning semantic-segmentation pascal-voc iccv2021 iccv

Python

413

3 年前

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

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

Python

284

2 年前

zuozewei / blog-example

Blog Demo & Source code （文章示例及源码）

Java moco Spring Boot

Java

160

171

4 天前

bl0 / moco

Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learning"

unsupervised-learning self-supervised-learning PyTorch imagenet resnet-50 moco

Python

150

5 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

138

1 年前

wvangansbeke / Revisiting-Contrastive-SSL

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

representation-learning self-supervised-learning unsupervised-learning clustering contrastive-learning moco transfer-learning pretraining neurips

Python

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 Carbin, Zhangyang Wang

pre-training transfer transfer-learning moco simclr simclrv2

Python

3 年前

wttech / aem-stubs

Tool for providing sample data for AEM applications in a simple and flexible way. Stubbing server on AEM, no separate needed.

aem aem65 aem64 Groovy stubbing mocking wiremock moco stub mock stubs mocks

Java

2 个月前

dddzg / MoCo

A pytorch reimplement of paper "Momentum Contrast for Unsupervised Visual Representation Learning"

moco Bukkit

Python

5 年前

HymEric / Awesome-Representation-Learning-CV-PaperAndCode

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

representation representation-learning disentangled-representations contrastive-learning self-supervised unsupervised vae Generative Adversarial Network clustering image-translation simclr moco

2 年前

theolepage / sslsv

Toolkit for training and evaluating Self-Supervised Learning (SSL) frameworks for Speaker Verification (SV).

深度学习 self-supervised-learning speaker-recognition speaker-verification PyTorch simclr deepcluster dino moco simsiam swav TLS (Transport Layer Security)

Python

1 个月前

Seonghoon-Yu / MoCov2_Pytorch_tutorial

MoCo v2 Pytorch tutorial, https://arxiv.org/abs/2003.04297

moco PyTorch self-supervised self-supervised-learning 深度学习

Jupyter Notebook

4 年前

a1600012888 / clsa_pytorch

Unofficial implement of CLSA(Contrastive Learning with Stronger Augmentations) with minimum modifications on official moco's code

moco imagenet contrastive-learning

Python

5 年前

PaperCodeReview / MoCo-TF

TF 2.x implementation of MoCo v1 (Momentum Contrast for Unsupervised Visual Representation Learning, CVPR 2020) and MoCo v2 (Improved Baselines with Momentum Contrastive Learning, 2020).

self-supervised-learning tf2 moco

Python

5 年前