Dataset Versions
Versions
v1
2023-11-13 7:35am
Generated on Nov 13, 2023
1378 Total Images
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Dataset Split
Train Set 92%
1272Images
Valid Set 8%
106Images
Test Set %
0Images
Preprocessing
Static Crop: 25-75% Horizontal Region, 31-73% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 44% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±16° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 6 boxes with 6% size each