Dataset Versions
Versions
v1
2023-08-07 11:46am
Generated on Aug 7, 2023
18356 Total Images
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Dataset Split
Train Set 88%
16086Images
Valid Set 8%
1508Images
Test Set 4%
762Images
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 -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 2% of pixels