Dataset Versions

v10

2024-04-02 3:05pm

Generated on Apr 2, 2024

Dataset Split

Train Set 88%
702Images
Valid Set 8%
62Images
Test Set 5%
38Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.96% of pixels

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