Dataset Versions
v2
2023-11-21 10:51pm
Generated on Nov 22, 2023
42 Total Images
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Dataset Split
Train Set 21%
9Images
Valid Set 74%
31Images
Test Set 5%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Cutout: 4 boxes with 39% size each
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels