Dataset Versions

v3

2024-03-22 7:51pm

Generated on Mar 22, 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 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.96% of pixels

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