Dataset Versions

v3

2024-11-06 3:34pm

Generated on Nov 6, 2024

Dataset Split

Train Set 87%
627Images
Valid Set 6%
46Images
Test Set 6%
44Images

Preprocessing

Auto-Orient: Applied
Static Crop: 14-83% Horizontal Region, 4-93% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 6% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%

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