Dataset Versions
v5
2024-08-16 7:53pm
Generated on Aug 16, 2024
2275 Total Images
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Dataset Split
Train Set 88%
1992Images
Valid Set 8%
189Images
Test Set 4%
94Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -33% and +33%
Exposure: Between -10% and +10%
Blur: Up to 1.7px
Noise: Up to 0.1% of pixels