Advanced Machine Learning final Project Repository [summer term 2021]

Detect Covid-19 infections by looking at images inspired by this Kaeggle challenge.

1. Paper Collection

• CovidNet and used data
• Hybrid Deep Learning for Detecting Lung Diseases from X-ray Images
• Fast automated detection of COVID-19 from medical images using convolutional neural networks
• Detection Fusion
• YOLO v4
• Resnet
• Faster RCNN

2. Useful links

• Project Team Overview Spreadsheet
• Projects Overview/ Proposals
• Yolo v5

3. Data

• NIH datset
• RSNA dataset
• SIIM-COVID19 dataset

What's inside

• /imgs: Several images of model and data evaluations
• /report: Latex files
• /src: Source files of all models and the app

The /src folder has a separate README detailing the models

By Torben Krieger, Tobias Richstein and Julian Seibel