Dataset Versions
v17
2023-12-04 10:42pm
Generated on Dec 4, 2023
4882 Total Images
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Dataset Split
Train Set 97%
4720Images
Valid Set 3%
132Images
Test Set 1%
30Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±0° Horizontal, ±45° Vertical
Exposure: Between -24% and +24%
Blur: Up to 2.5px
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px