Dataset Versions

v1

2023-07-20 4:34pm

Generated on Jul 20, 2023

Popular Download Formats

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.
Other Formats
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Dataset Split

Train Set 87%
19836Images
Valid Set 8%
1898Images
Test Set 4%
947Images

Preprocessing

Resize: Stretch to 192x64

Augmentations

Outputs per training example: 3
Blur: Up to 1.5px
Noise: Up to 13% of pixels

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