MotorbikelicensePlate

motorcycle_orientation_license_detection

Object Detection

motorcycle_orientation_license_detection Image Dataset

v18

2024-05-31 12:13pm

Generated on May 31, 2024

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 82%
9042Images
Valid Set 12%
1353Images
Test Set 5%
585Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Grayscale: Applied
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Grayscale: Apply to 23% of images
Saturation: Between -25% and +25%