Dataset Versions

v14

2024-11-07 7:09pm

Generated on Nov 7, 2024

Dataset Split

Train Set 87%
270Images
Valid Set 8%
25Images
Test Set 5%
15Images

Preprocessing

Auto-Orient: Applied
Static Crop: 29-72% Horizontal Region, 28-70% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%

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