Michael Baumgartner's repositories
Adan
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
AI-HERO-Health
Baseline model and job submission templates for the use-case "Health" of the AI-HERO hackathon 2022 on energy efficient AI
ansible
Personal Ansible Configuration for Desktop and Server
AppLifecycle
Learn to Code While Building Apps - The Complete iOS Development Bootcamp
Authentication-Secrets
Companion Code for the Authentication Module on The Complete 2019 Web Development Bootcamp
badges
:pencil: Markdown code for lots of small badges :ribbon: :pushpin: (shields.io, forthebadge.com etc) :sunglasses:. Contributions are welcome! Please add yourse!
cocoapi
COCO API - Dataset @ http://cocodataset.org/
cs344
Introduction to Parallel Programming class code
DeepLung
WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"
fastbook
Draft of the fastai book
lungmask
Automated lung segmentation in CT
mibaumgartner.github.io
Personal Website Michael Baumgartner
nnDetection
nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.
pylidc
An object relational mapping for the LIDC dataset using sqlalchemy.
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
reuse-tool
The tool for checking and helping with compliance with the REUSE recommendations
rising
Provides everything needed for high performance data loading and augmentation in pytorch.
SIIM-COVID19-Detection
1st place solution for SIIM-FISABIO-RSNA COVID-19 Detection Challenge
syrupy
:pancakes: The sweeter pytest snapshot plugin
template-repo-python
A template repository to quickly start new python projects with an already working package structure and CI/CD
ulauncher-palenight-theme
:art: A theme for Ulauncher based on Palenight Theme Vscode
vision
Datasets, Transforms and Models specific to Computer Vision