Dataset Versions
v6
2024-09-02 2:39pm
Generated on Sep 2, 2024
11812 Total Images
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Dataset Split
Train Set 78%
9260Images
Valid Set 20%
2395Images
Test Set 1%
157Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Blur: Up to 2.2px
Noise: Up to 1.96% of pixels