Advanced Computer Vision Assignment

Pizza Object Detector

Object Detection

Pizza Object Detector Image Dataset

v7

Pizza Object Detector Roboflow 3.0 Model

Generated on Nov 23, 2023

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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%
2544Images
Valid Set 9%
284Images
Test Set 9%
283Images

Preprocessing

Modify Classes: 1 remapped, 0 dropped
Filter by Tag: 1 required, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Blur: Up to 7.75px
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels