Carsten L's Projects
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
Autoregressive Energy Machines
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels
📝 An interesting markdown note taking application
DCGAN LSGAN WGAN-GP DRAGAN PyTorch
code repo. for our group
Try to use the SAM-ViT as the backbone to create the learnable prompt for semantic segmentation
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
Code for the Medical Out of Distribution challenge 2020
Quadratic | Data Science Spreadsheet
Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
Matplotlib styles for scientific plotting
Stable Diffusion web UI
A simple website
Two time-scale update rule for training GANs
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
Open weather data for humans