UCI

Bubble Segmentation

Instance Segmentation

Bubble Segmentation Image Dataset

v1

2023-11-17 1:44pm

Generated on Nov 17, 2023

Dataset Split

Train Set 88%
1659Images
Valid Set 8%
158Images
Test Set 4%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels