Dataset Versions
v3
ultralytics-nonull
Generated on Apr 12, 2024
4583 Total Images
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Dataset Split
Train Set 87%
3966Images
Valid Set 9%
408Images
Test Set 5%
209Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 960x540
Augmentations
Outputs per training example: 3
Grayscale: Apply to 24% of images
Hue: Between -31° and +31°
Saturation: Between -41% and +41%
Blur: Up to 6.2px
Noise: Up to 3.35% of pixels