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Carsten L's Projects

albumentations icon albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

cleanlab icon cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels

crossnote icon crossnote

📝 An interesting markdown note taking application

learnablepromptsam icon learnablepromptsam

Try to use the SAM-ViT as the backbone to create the learnable prompt for semantic segmentation

lightning-flash icon lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

lion-pytorch icon lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

realistic-ssl-evaluation icon realistic-ssl-evaluation

Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

ttur icon ttur

Two time-scale update rule for training GANs

vissl icon vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

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