Dataset Versions

v6

2024-10-21 8:04am

Generated on Oct 21, 2024

Dataset Split

Train Set 80%
840Images
Valid Set 10%
107Images
Test Set 10%
100Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-80% Horizontal Region, 25-71% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±10° Vertical
Exposure: Between -11% and +11%

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