Smart Vehicle Counting and Parking System1

Object Detection

Dataset Versions

v61

2023-04-27 11:02pm

Generated on Apr 27, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 87%
3614Images
Valid Set 10%
404Images
Test Set 4%
150Images

Preprocessing

Resize: Stretch to 420x420

Augmentations

Outputs per training example: 2
Flip: Vertical
Rotation: Between -30° and +30°
Blur: Up to 1.75px
Noise: Up to 5% of pixels