Dataset Versions
v2
2024-12-02 6:25pm
Generated on Dec 2, 2024
916 Total Images
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Dataset Split
Train Set 96%
882Images
Valid Set 2%
20Images
Test Set 2%
14Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 10% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -3% and +3%
Blur: Up to 1px
Noise: Up to 0.1% of pixels