Dataset Versions
v2
2023-06-24 10:42pm
Generated on Jun 24, 2023
2469 Total Images
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Dataset Split
Train Set 92%
2280Images
Valid Set 8%
189Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 50% of images
Saturation: Between -32% and +32%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each