Dataset Versions
v1
2024-08-26 12:43pm
Generated on Aug 26, 2024
2204 Total Images
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Dataset Split
Train Set 87%
1926Images
Valid Set 8%
187Images
Test Set 4%
91Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Exposure: Between -10% and +10%
Blur: Up to 1.6px
Noise: Up to 0.85% of pixels