Dataset Versions

v10

2023-05-26 11:52am

Generated on May 26, 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 86%
855Images
Valid Set 8%
82Images
Test Set 6%
62Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 96x96

Augmentations

Outputs per training example: 3
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels

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