Orientation Car Parking Dataset

v11

2024-02-07 12:35pm

Generated on Feb 7, 2024

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Dataset Split

Train Set 87%
1434Images
Valid Set 8%
136Images
Test Set 4%
71Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 1.75% of pixels

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