Auto Dataset
v1
2024-07-25 11:31pm
Generated on Jul 25, 2024
527 Total Images
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Dataset Split
Train Set 82%
434Images
Valid Set 12%
62Images
Test Set 6%
31Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -19° and +19°
Saturation: Between -30% and +30%
Brightness: Between -24% and +24%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.26% of pixels