Dataset Versions
Versions
v1
2023-08-18 1:46pm
Generated on Aug 18, 2023
925 Total Images
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Dataset Split
Train Set 88%
810Images
Valid Set 8%
77Images
Test Set 4%
38Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1080x1920
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels