Dataset Versions

v3

2023-10-26 6:03pm

Generated on Oct 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 64%
2259Images
Valid Set %
0Images
Test Set 2%
77Images

Preprocessing

Modify Classes: 28 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 1px
Noise: Up to 5% of pixels

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