Dataset Versions
v5
2024-10-22 5:36am
Generated on Oct 22, 2024
563 Total Images
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Dataset Split
Train Set 93%
522Images
Valid Set 5%
28Images
Test Set 2%
13Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -12° and +12°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.4px
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Exposure: Between -5% and +5%
Bounding Box: Blur: Up to 0.7px