Dataset Versions

v16

2024-11-09 6:14pm

Generated on Nov 9, 2024

Dataset Split

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

Preprocessing

Auto-Orient: Applied
Static Crop: 17-80% Horizontal Region, 12-80% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 5% Minimum Zoom, 5% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%

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