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Sign reader

Object Detection

Sign reader Image Dataset

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Versions
2023-12-12 4:52pm
v3
Dec 12, 2023
2023-12-09 3:20pm
v2
Dec 9, 2023
2023-12-04 5:39pm
v1
Dec 4, 2023
v2

2023-12-09 3:20pm

Generated on Dec 9, 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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557 Total Images

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Dataset Split

Train Set 85%
476Images
Valid Set 8%
44Images
Test Set 7%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 700x400

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°