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Left_vending_machine

Object Detection

Left_vending_machine Image Dataset

v3

aichi

Generated on Dec 16, 2023

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Dataset Split

Train Set 88%
639Images
Valid Set 8%
61Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -40° and +40°
Saturation: Between -40% and +40%
Brightness: Between -30% and +30%
Exposure: Between -10% and +10%
Blur: Up to 3px
Noise: Up to 2% of pixels
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