Dataset Versions

v3

2024-03-19 2:27pm

Generated on Mar 19, 2024

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 90%
28Images
Valid Set 10%
3Images
Test Set %
0Images

Preprocessing

Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Exposure: Between -10% and +10%
Blur: Up to 3.5px
Noise: Up to 2% of pixels

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