Dataset Versions

v3

2023-12-16 9:13pm

Generated on Dec 16, 2023

Dataset Split

Train Set 88%
2001Images
Valid Set 8%
191Images
Test Set 4%
94Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 3px
Cutout: 10 boxes with 18% size each

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