Dataset Versions

v18

2024-10-19 5:02pm

Generated on Oct 19, 2024

Dataset Split

Train Set 87%
609Images
Valid Set 8%
59Images
Test Set 4%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1600x1600
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Noise: Up to 0.02% of pixels
Cutout: 6 boxes with 13% size each

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