ChexNet-Mxnet
Under development.This is a re-implementation of CheXNet,which is a deep learning algorithm that can detect and localize 14 kinds of diseases from chest X-ray images.
CAM
It's a weakly supervised localization.Get more information from this arxiv page
Prerequisites
- Python 3.5
- Mxnet
- Numpy
- Pandas
Preparations
- Clone this repository.
- Download images of ChestX-ray14 from this released page and decompress them to the directory images.
- Modify the file 'Data_Entry_2017.csv' to a file like this.
Try the demo
python demo.py
# available options
python demo.py -h
Train the model
python train.py --gpus 0,1,2
# see advanced arguments for training
python train.py -h