moco topic

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

open-mmlab

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

vturrisi

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

wvangansbeke

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

wvangansbeke

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...

PaddlePaddle

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

bl0

Blog Demo & Source code （文章示例及源码）

zuozewei

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

wvangansbeke

[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...

VITA-Group

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

wttech