Dataset Versions
Versions
v1
2022-11-29 12:24pm
Generated on Nov 29, 2022
15623 Total Images
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Dataset Split
Train Set 88%
13710Images
Valid Set 8%
1267Images
Test Set 4%
646Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 5% of pixels