Dataset Versions
v1
2024-11-07 9:19am
Generated on Nov 7, 2024
1325 Total Images
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Dataset Split
Train Set 88%
1161Images
Valid Set 6%
82Images
Test Set 6%
82Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.49% of pixels