Dataset Versions
v3
2023-12-23 2:08pm
Generated on Dec 23, 2023
629 Total Images
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Dataset Split
Train Set 87%
549Images
Valid Set 7%
45Images
Test Set 6%
35Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Cutout: 3 boxes with 10% size each