Dataset Versions
v2
2024-07-20 2:51pm
Generated on Jul 20, 2024
420 Total Images
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Dataset Split
Train Set 96%
405Images
Valid Set 4%
15Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 0.1% of pixels