Dataset Versions

v5

2023-12-28 1:24pm

Generated on Dec 28, 2023

Dataset Split

Train Set 88%
378Images
Valid Set 8%
36Images
Test Set 4%
18Images

Preprocessing

Resize: Fit (black edges) in 1280x1280

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 10% of pixels

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