Dataset Versions
v6
2023-11-09 1:07pm
Generated on Nov 9, 2023
113 Total Images
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Dataset Split
Train Set 88%
99Images
Valid Set 8%
9Images
Test Set 4%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±17° Vertical
Grayscale: Apply to 10% of images
Noise: Up to 5% of pixels
Cutout: 4 boxes with 10% size each