Dataset Versions
v6
2024-12-03 10:20pm
Generated on Dec 3, 2024
854 Total Images
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Dataset Split
Train Set 87%
747Images
Valid Set 8%
71Images
Test Set 4%
36Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.29% of pixels