Dataset Versions

v3

2023-03-04 1:47pm

Generated on Mar 4, 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 71%
2103Images
Valid Set 23%
669Images
Test Set 6%
171Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Exposure: Between -52% and +52%
Blur: Up to 5px
Noise: Up to 25% of pixels

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