Dataset Versions
v11
2024-01-24 4:17pm
Generated on Jan 24, 2024
7593 Total Images
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Dataset Split
Train Set 88%
6645Images
Valid Set 8%
632Images
Test Set 4%
316Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 2.5px