Dataset Versions
v2
2023-05-19 3:47pm
Generated on May 19, 2023
2881 Total Images
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Dataset Split
Train Set 94%
2716Images
Valid Set 4%
110Images
Test Set 2%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 7
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 5% of pixels