xggyh/trick_summary_in_kaggle

some general used image classification methods.

data generator

Trough csv file while is convient for image to divide into different folds

label smoothing

because of the noise of the image, use label smoothing to overcome this difficult

cross validation

Five fold is often chosen

heavy albumentations augmentation

albumentations lib to do heavy albumentations