Dataset Versions

v11

V0.7.2

Generated on Aug 8, 2024

Dataset Split

Train Set 86%
2202Images
Valid Set 7%
173Images
Test Set 7%
173Images

Preprocessing

Resize: Stretch to 1024x1024
Modify Classes: 14 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -60% and +0%
Noise: Up to 3% of pixels