/Chest-X-Ray

Tensorflow model to detect disease using chest X-rays

Primary LanguagePython

Chest-X-Ray

A Tensorflow model to detect disease using chest X-rays  

get_data.py crawls data and json from OpenI  

json_to_csv.py create labels from labels.csv    

resize_pic.py resize picture to 224*224  

shuffle_origin.py reads data and labels from picture and csv(contains 6738 items), shuffles them and save as train.npy and eval.npy  

read_array.py contains functions reads data and labels from train.npy and eval.npy  

nin.py contains model and train routes  

Accuracy 60.55% Precision 67.02% Recall 73.58% F1score 70.03%
loss&f1score:

loss&f1score