Dataset Versions
Versions
v1
2024-08-05 12:22pm
Generated on Aug 5, 2024
8904 Total Images
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Dataset Split
Train Set 96%
8580Images
Valid Set 3%
304Images
Test Set 0%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 24% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 10% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -18% and +18%
Exposure: Between -10% and +10%
Blur: Up to 0.5px