Dataset Versions

v10

Merge 92-30

Generated on Nov 7, 2022

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 90%
276Images
Valid Set 10%
30Images
Test Set 0%
1Images

Preprocessing

Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Exposure: Between -23% and +23%
Blur: Up to 1.25px
Noise: Up to 4% of pixels

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