Dataset Versions
Versions
v1
2024-06-14 12:05pm
Generated on Jun 14, 2024
712 Total Images
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Dataset Split
Train Set 92%
657Images
Valid Set 4%
28Images
Test Set 4%
27Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 160x160
Augmentations
Outputs per training example: 3
Rotation: Between -45° and +45°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -30% and +30%
Blur: Up to 2.5px
Noise: Up to 1.5% of pixels
Cutout: 25 boxes with 10% size each