Dataset Versions
Versions
v1
2024-01-08 8:44pm
Generated on Jan 8, 2024
479 Total Images
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Dataset Split
Train Set 88%
420Images
Valid Set 8%
39Images
Test Set 4%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 20% of images
Saturation: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 1% of pixels