Dataset Versions
v9
2024-10-18 9:41pm
Generated on Oct 18, 2024
555 Total Images
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Dataset Split
Train Set 86%
477Images
Valid Set 9%
52Images
Test Set 5%
26Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Grayscale: Apply to 20% of images
Hue: Between -15° and +15°
Saturation: Between -16% and +16%
Exposure: Between -10% and +10%
Noise: Up to 2.48% of pixels
Bounding Box: Brightness: Between -15% and +15%