Owl

plate_rus

Object Detection

plate_rus Image Dataset

v3

2024-03-20 7:17pm

Generated on Mar 20, 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 87%
1401Images
Valid Set 9%
141Images
Test Set 5%
77Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±11° Horizontal, ±14° Vertical
Brightness: Between -15% and +15%
Blur: Up to 0.9px
Noise: Up to 0.1% of pixels
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