Dataset Versions

v2

2023-08-21 3:56pm

Generated on Aug 21, 2023

Dataset Split

Train Set 96%
426Images
Valid Set 2%
8Images
Test Set 2%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels

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