Dataset Versions

v1

2024-03-16 11:43am

Generated on Mar 16, 2024

Dataset Split

Train Set 96%
9987Images
Valid Set %
0Images
Test Set 4%
370Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x480

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -20% and +20%
Exposure: Between -5% and +5%
Blur: Up to 1px
Noise: Up to 0.5% of pixels

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