Dataset Versions
Versions
v1
2023-07-17 6:04pm
Generated on Jul 17, 2023
172 Total Images
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Dataset Split
Train Set 87%
150Images
Valid Set 9%
15Images
Test Set 4%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Cutout: 3 boxes with 25% size each