AlirezaSN / Covid-Stream

Covid Stream: A framework to predict Covid-19 from incoming stream chest X-ray images using incremental learning

Covid-Stream Framework

Installation

$ virtualenv -p python3 .venv
$ source .venv/bin/activate
$ pip3 install -r requirements.txt

Phase 1 - Transfer Learning

$ python3 extract_features.py -d data/train -c features.csv -b 32

Phase 2 - Incremental Learning

$ python3 train_incremental.py -c features.csv -n 100352