Dataset Versions

v23

2024-11-09 9:44pm

Generated on Nov 9, 2024

Dataset Split

Train Set 89%
270Images
Valid Set 8%
23Images
Test Set 4%
12Images

Preprocessing

Auto-Orient: Applied
Static Crop: 22-71% Horizontal Region, 10-55% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 10% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%

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