Kirill Kornilov

shopping trolley

Object Detection

shopping trolley Image Dataset

v3

2023-12-22 12:00am

Generated on Dec 21, 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.
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Dataset Split

Train Set 87%
6015Images
Valid Set 7%
462Images
Test Set 6%
447Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -23% and +23%
Blur: Up to 2.25px
Noise: Up to 5% of pixels