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Lukas Folle's Projects

csae icon csae

Implementation of the CSAE model

dl-docker icon dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

fastmri icon fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images.

metrics icon metrics

Machine learning metrics for distributed, scalable PyTorch applications.

moby icon moby

Moby Project - a collaborative project for the container ecosystem to assemble container-based systems

monai icon monai

AI Toolkit for Healthcare Imaging

mri-classification-ra-psa icon mri-classification-ra-psa

Code accompanying the paper Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-gpu-everything icon pytorch-gpu-everything

Contribution to pytorch hackathon at https://devpost.com/software/gpu-preprocessing-augmentations-as-part-of-the-model

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

ray icon ray

A fast and simple framework for building and running distributed applications.

shakespeare-lstm icon shakespeare-lstm

a Keras neural network trained to write Shakespearean sonnets, with a Flask web interface

swift icon swift

Swift for TensorFlow Project Home Page

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

webcamjs icon webcamjs

HTML5 Webcam Image Capture Library with Flash Fallback

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