Dataset Versions

v19

2023-09-29 8:37pm

Generated on Sep 29, 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 88%
1794Images
Valid Set 9%
177Images
Test Set 3%
70Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Saturation: Between -20% and +20%
Brightness: Between -30% and +30%
Blur: Up to 4.5px
Noise: Up to 3% of pixels

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