Dataset Versions
Versions
v1
2024-01-18 9:34pm
Generated on Jan 18, 2024
480 Total Images
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Dataset Split
Train Set 95%
456Images
Valid Set 3%
15Images
Test Set 2%
9Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 12% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 1.9px
Noise: Up to 1.05% of pixels