moco 开源项目推荐（62 个）

open-mmlab /mmpretrain

OpenMMPLab预培训收件箱和基准

open-mmlab /mmselfsup

OpenMMLab自我监督学习工作表和基准

vturrisi /solo-learn

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

wvangansbeke /Unsupervised-Classification

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

wvangansbeke /Unsupervised-Semantic-Segmentation

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

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

zuozewei /blog-example

Blog Demo & Source code （文章示例及源码）

bl0 /moco

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

p-giakoumoglou /pyssl

Self-Supervised Learning in PyTorch

wvangansbeke /Revisiting-Contrastive-SSL

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

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

dddzg /MoCo

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

wttech /aem-stubs

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

theolepage /sslsv

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

Seonghoon-Yu /MoCov2_Pytorch_tutorial

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

HymEric /Awesome-Representation-Learning-CV-PaperAndCode

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

a1600012888 /clsa_pytorch

CLSA（增强增强对比学习）的非官方实现，对官方moco代码的修改极少

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).

AlexZaikin94 /MoCo-v2

an implementation of MoCo and MoCo-v2 improvements pre-trained on Imagenette

davidsvy /hard-negative-mixing

An unofficial PyTorch implementation of the NeurIPS 2020 paper Hard Negative Mixing for Contrastive Learning.