KNU Biophotonics

Segmentation-v1

Instance Segmentation

Segmentation-v1 Image Dataset

v7

2024-03-18 12:16am

Generated on Mar 17, 2024

Dataset Split

Train Set 96%
413Images
Valid Set 3%
13Images
Test Set 1%
6Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 7
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -25° and +25°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 1% of pixels
Mosaic: Applied