Dataset Versions

v3

2022-11-23 1:01pm

Generated on Nov 23, 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.
Other Formats
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Dataset Split

Train Set 96%
8163Images
Valid Set 3%
231Images
Test Set 1%
123Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -6% and +6%
Exposure: Between -5% and +5%
Blur: Up to 2.25px
Noise: Up to 2% of pixels

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