Dataset Versions
Versions
v1
2023-10-05 4:50pm
Generated on Oct 5, 2023
2085 Total Images
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Dataset Split
Train Set 92%
1923Images
Valid Set 8%
162Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Static Crop: 17-70% Horizontal Region, 27-73% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 2% Maximum Zoom
Rotation: Between -5° and +5°
Hue: Between -15° and +15°
Saturation: Between -50% and +50%
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%