Deep Learn

fetal brain ultrasound

Instance Segmentation

fetal brain ultrasound Image Dataset

v5

2024-06-03 5:10pm

Generated on Jun 3, 2024

Dataset Split

Train Set 88%
2109Images
Valid Set 8%
200Images
Test Set 4%
101Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels