Dataset Versions

v5

Red_button_gen_rebalance

Generated on Nov 30, 2021

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Pascal VOC XML
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Dataset Split

Train Set 87%
285Images
Valid Set 9%
28Images
Test Set 5%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -19° and +19°
Shear: ±10° Horizontal, ±11° Vertical
Saturation: Between -25% and +25%
Brightness: Between -44% and +44%
Bounding Box: Rotation: Between -5° and +5°

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