solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
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Updated
Aug 7, 2024 - Python
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
OpenMMLab Pre-training Toolbox and Benchmark
Self-Supervised Learning in PyTorch
Review and Implement Paper of Self-supervised learning
A python library for self-supervised learning
Chrome Vision - Object detection and self-supervised classification (Bachelor project)
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
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
Awesome-Representation-Learning-CV-PaperAndCodes, lasted development in the representation learning area.
ssl method pretrain experiments and weights: mocov2 + fast-moco + regioncl + mixup + densecl
[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
Codebase for Imperial MSc AI Group Project: How Well Do Self-Supervised Models Transfer to Medical Imaging?
An unofficial PyTorch implementation of the NeurIPS 2020 paper Hard Negative Mixing for Contrastive Learning.
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