Dataset Versions
v2
2024-10-04 8:15am
Generated on Oct 4, 2024
2393 Total Images
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Dataset Split
Train Set 88%
2094Images
Valid Set 8%
199Images
Test Set 4%
100Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -15% and +15%
Exposure: Between -9% and +9%
Blur: Up to 2.5px
Noise: Up to 0.54% of pixels