Dataset Versions
Versions
v1
2023-06-19 9:30am
Generated on Jun 19, 2023
17863 Total Images
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Dataset Split
Train Set 87%
15627Images
Valid Set 8%
1470Images
Test Set 4%
766Images
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°
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 4 boxes with 19% size each