Dataset Versions

v1

2024-10-20 9:35am

Generated on Oct 20, 2024

Dataset Split

Train Set 87%
33Images
Valid Set 11%
4Images
Test Set 3%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
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 1.88% of pixels

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