Fahad Sohail

smart shopping cart 2

Object Detection

smart shopping cart 2 Image Dataset

v1

2023-01-22 7:00am

Generated on Jan 22, 2023

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

Train Set 82%
1388Images
Valid Set 12%
199Images
Test Set 6%
104Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Bounding Box: Shear: ±7° Horizontal, ±8° Vertical
Bounding Box: Noise: Up to 2% of pixels