Instance segmentation on abnormal fetal brain

Instance Segmentation

Dataset Versions

v1

2023-06-24 4:47pm

Generated on Jun 24, 2023

Dataset Split

Train Set 83%
189Images
Valid Set 15%
35Images
Test Set 2%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%