KNU Biophotonics

Segmentation-v1

Instance Segmentation

Segmentation-v1 Image Dataset

v2

Segmentation-v1

Generated on Jan 17, 2024

Dataset Split

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

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 7
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%