Dataset Versions

v1

2023-04-25 3:00pm

Generated on Apr 25, 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.
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Dataset Split

Train Set 87%
27Images
Valid Set 6%
2Images
Test Set 6%
2Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 1px
Noise: Up to 2% of pixels
Cutout: 7 boxes with 1% size each

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