Dataset Versions
Versions
v1
2023-12-09 7:01pm
Generated on Dec 9, 2023
502 Total Images
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Dataset Split
Train Set 88%
441Images
Valid Set 8%
41Images
Test Set 4%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -32° and +32°
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels