T3lab

halcon_mvtect_wood_segmentation

Instance Segmentation

halcon_mvtect_wood_segmentation Image Dataset

v4

2024-02-26 8:12pm

Generated on Feb 26, 2024

Dataset Split

Train Set 83%
96Images
Valid Set 9%
10Images
Test Set 9%
10Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Hue: Between -19° and +19°
Brightness: Between -35% and +35%
Exposure: Between -20% and +20%
Blur: Up to 2.5px