Dataset Versions

v5

2023-10-06 4:29pm

Generated on Oct 6, 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 93%
6348Images
Valid Set 7%
459Images
Test Set 1%
42Images

Preprocessing

Modify Classes: 18 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Noise: Up to 7% of pixels

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