Dataset Versions

v1

2024-10-21 4:06pm

Generated on Oct 21, 2024

Dataset Split

Train Set 87%
81Images
Valid Set 9%
8Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -22% and +22%
Exposure: Between -14% and +14%
Blur: Up to 1.8px
Noise: Up to 0.1% of pixels

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