Smart Vehicle Counting and Parking System1

Object Detection

Dataset Versions

v31

2023-04-18 12:40am

Generated on Apr 17, 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 92%
3874Images
Valid Set 7%
290Images
Test Set 1%
50Images

Preprocessing

Resize: Stretch to 420x420

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -28° and +28°
Grayscale: Apply to 7% of images
Noise: Up to 10% of pixels