Dataset Versions
v1
2024-01-16 4:17am
Generated on Jan 15, 2024
103 Total Images
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Dataset Split
Train Set 90%
93Images
Valid Set 5%
5Images
Test Set 5%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 8% Maximum Zoom
Rotation: Between -13° and +13°
Grayscale: Apply to 20% of images
Hue: Between -25° and +25°
Saturation: Between -40% and +40%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Noise: Up to 0.98% of pixels