Dataset Versions
Versions
v1
2024-08-09 7:46am
Generated on Aug 9, 2024
585 Total Images
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Dataset Split
Train Set 92%
540Images
Valid Set 5%
29Images
Test Set 3%
16Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Grayscale: Apply to 22% of images
Hue: Between -23° and +23°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels