Dataset Versions
v2
2024-07-10 2:32pm
Generated on Jul 10, 2024
277 Total Images
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Dataset Split
Train Set 92%
255Images
Valid Set 5%
15Images
Test Set 3%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Grayscale: Apply to 15% of images
Hue: Between -20° and +20°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 4px
Noise: Up to 1.96% of pixels