Dataset Versions
v1
standardized_03042024
Generated on Mar 5, 2024
401 Total Images
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Dataset Split
Train Set 88%
351Images
Valid Set 6%
25Images
Test Set 6%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.1px
Noise: Up to 1.45% of pixels