Dataset Versions
v2
2022-10-29 6:02pm
Generated on Oct 29, 2022
2039 Total Images
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Dataset Split
Train Set 87%
1767Images
Valid Set 7%
135Images
Test Set 7%
137Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 5% of pixels