Dataset Versions

v5

2024-07-23 2:08am

Generated on Jul 23, 2024

Dataset Split

Train Set 88%
3687Images
Valid Set 8%
350Images
Test Set 4%
175Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -16° and +16°
Shear: ±15° Horizontal, ±11° Vertical
Noise: Up to 1.05% of pixels

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