Dataset Versions
Versions
v1
2024-03-16 10:31pm
Generated on Mar 16, 2024
2071 Total Images
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Dataset Split
Train Set 92%
1911Images
Valid Set 8%
160Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.5% of pixels