Dataset Versions
v1
2024-04-21 3:15pm
Generated on Apr 21, 2024
5091 Total Images
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Dataset Split
Train Set 87%
4452Images
Valid Set 8%
427Images
Test Set 4%
212Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels