Dataset Versions
v2
2023-11-29 1:50pm
Generated on Nov 29, 2023
922 Total Images
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Dataset Split
Train Set 88%
807Images
Valid Set 7%
66Images
Test Set 5%
49Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±45° Horizontal, ±45° Vertical
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels