Dataset Versions

v3

2024-04-18 10:48am

Generated on Apr 18, 2024

Dataset Split

Train Set 87%
90Images
Valid Set 7%
7Images
Test Set 7%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Noise: Up to 1.86% of pixels

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