Dataset Versions

v7

2024-07-02 9:54pm

Generated on Jul 2, 2024

Dataset Split

Train Set 87%
2037Images
Valid Set 8%
196Images
Test Set 4%
96Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 0.38% of pixels