Dataset Versions

v4

2024-12-21 8:25pm

Generated on Dec 21, 2024

Dataset Split

Train Set 88%
588Images
Valid Set 7%
44Images
Test Set 6%
38Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 13% of images
Saturation: Between -25% and +25%
Brightness: Between -21% and +21%
Exposure: Between -9% and +9%
Noise: Up to 0.42% of pixels

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