Dataset Versions

v1

2024-09-09 1:46pm

Generated on Sep 9, 2024

Dataset Split

Train Set 88%
5835Images
Valid Set 8%
539Images
Test Set 4%
275Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -14° and +14°
Shear: ±15° Horizontal, ±14° Vertical
Blur: Up to 2.5px
Noise: Up to 1.56% of pixels