Dataset Versions

v1

2024-07-18 9:15am

Generated on Jul 18, 2024

Dataset Split

Train Set 88%
1965Images
Valid Set 8%
187Images
Test Set 4%
93Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Blur: Up to 4.9px
Noise: Up to 5.01% of pixels
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical