Dataset Versions
Versions
v1
2023-08-29 5:02pm
Generated on Aug 29, 2023
2193 Total Images
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Dataset Split
Train Set 90%
1974Images
Valid Set 6%
131Images
Test Set 4%
88Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Noise: Up to 2% of pixels