Dataset Versions

v4

2024-02-06 4:40pm

Generated on Feb 6, 2024

Dataset Split

Train Set 68%
126Images
Valid Set 10%
19Images
Test Set 22%
40Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -6° and +6°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels