izam-mohammed
/
CheXNet
forked from nirbarazida/CheXNet


  
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            # Model
BATCH_SIZE: 16
CLASSES: ['Atelectasis', 'Cardiomegaly', 'Effusion', 'Infiltration', 'Mass', 'Nodule', 'Pneumonia', 'Pneumothorax', 'Consolidation', 'Edema', 'Emphysema', 'Fibrosis', 'Pleural_Thickening', 'Hernia']
N_CLASSES: 'len(general_const.CLASSES)' 
ACTIVATION: 'sigmoid'
SEED: 2083

# Dataset params
CLASS_MODE: 'raw'
TEST_SIZE: 1024 
X_COL: 'Image Index'
Y_COL: 'Finding Labels'
ORIGINAL_SIZE: (1024, 1024)
IMG_SIZE: (224, 224)
IMG_SHAPE: (224, 224, 3)

#Path
DATA_DIR: ['data_labeling', 'data']
DATA_FILE: 'Data_Entry_2017.csv'
BBOX_FILE: 'BBox_List_2017.csv'
IMAGE_PATH: ['*', 'images*', '*.png']
PROD_MODEL_PATH: 'prod_model'

MLFLOW_TRACKING_URL: 'https://dagshub.com/nirbarazida/CheXNet.mlflow'