Dataset Versions

v3

2024-01-23 12:20am

Generated on Jan 22, 2024

Dataset Split

Train Set 87%
1839Images
Valid Set 8%
175Images
Test Set 4%
88Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±4° Horizontal, ±4° Vertical
Noise: Up to 0.5% of pixels