Dataset Versions
Versions
v1
2024-07-29 2:23pm
Generated on Jul 29, 2024
3009 Total Images
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Dataset Split
Train Set 87%
2628Images
Valid Set 9%
256Images
Test Set 4%
125Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels