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OpenMMLab Pre-training Toolbox and Benchmark
Created
2020-07-09
974 commits to main branch, last one 20 days ago
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
Created
2020-06-12
654 commits to main branch, last one about a year ago
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
Created
2021-03-06
378 commits to main branch, last one 10 months ago
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
Created
2020-03-16
45 commits to master branch, last one about a year ago
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
Created
2021-02-11
29 commits to main branch, last one 2 years ago
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
Created
2021-01-28
127 commits to main branch, last one about a year ago
Blog Demo & Source code (文章示例及源码)
Created
2018-12-14
202 commits to master branch, last one 6 months ago
Self-Supervised Learning in PyTorch
Created
2023-05-26
137 commits to main branch, last one 8 months ago
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
Created
2021-06-10
9 commits to main branch, last one 3 years ago
[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...
Created
2020-12-12
12 commits to main branch, last one 3 years ago
Tool for providing sample data for AEM applications in a simple and flexible way. Stubbing server on AEM, no separate needed.
Created
2020-05-08
55 commits to main branch, last one 3 months ago