Dataset Versions
Versions
v3
2024-09-05 8:01pm
Generated on Sep 5, 2024
772 Total Images
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Dataset Split
Train Set 88%
678Images
Valid Set 8%
62Images
Test Set 4%
32Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 100% of images
Hue: Between -17° and +17°
Saturation: Between -25% and +25%
Brightness: Between -18% and +18%
Exposure: Between -10% and +10%
Blur: Up to 2.1px
Noise: Up to 1.51% of pixels