Dataset Versions
v6
2024-09-04 5:02pm
Generated on Sep 4, 2024
1991 Total Images
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Dataset Split
Train Set 90%
1785Images
Valid Set 7%
130Images
Test Set 4%
76Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 24% of images
Hue: Between -25° and +25°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 4.9px
Noise: Up to 1.88% of pixels