Laminat Dataset

v1

2024-05-15 12:49pm

Generated on May 15, 2024

Dataset Split

Train Set 92%
1070Images
Valid Set 5%
62Images
Test Set 3%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Rotation: Between -4° and +4°
Shear: ±5° Horizontal, ±5° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
Noise: Up to 0.73% of pixels