Dataset Versions

v5

2024-06-29 2:33pm

Generated on Jun 29, 2024

Dataset Split

Train Set 82%
1152Images
Valid Set 12%
166Images
Test Set 6%
82Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 2
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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