Dataset Versions
Versions
v1
2024-07-08 6:11am
Generated on Jul 8, 2024
2255 Total Images
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Dataset Split
Train Set 88%
1974Images
Valid Set 8%
188Images
Test Set 4%
93Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels