Table 3 Original and augmented dataset distribution.

From: Detection and classification of brain tumor using a hybrid learning model in CT scan images

Tumor category

Training data

before augmentation

Training data

after augmentation

Glioma

161

483

Meningioma

189

567

Pituitary

147

441

Normal

475

475

Total

972

1966