SIIM-ACR Pneumothorax Segmentation With Python
Model
segmentation
classification
Augmentations
Used following transforms from [albumentations]
RESIZE_SIZE = 1024 # or 768
train_transform = albumentations.Compose([
albumentations.Resize(RESIZE_SIZE, RESIZE_SIZE),
albumentations.OneOf([
albumentations.RandomGamma(gamma_limit=(60, 120), p=0.9),
albumentations.RandomBrightnessContrast(brightness_limit=0.2, contrast_limit=0.2,