Dataset Versions
Versions
v1
2024-03-27 11:36pm
Generated on Mar 27, 2024
646 Total Images
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Dataset Split
Train Set 96%
621Images
Valid Set 3%
20Images
Test Set 1%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels