Dataset Versions

v6

2023-08-24 10:43am

Generated on Aug 24, 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.
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Dataset Split

Train Set 68%
15Images
Valid Set 18%
4Images
Test Set 14%
3Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Exposure: Between -7% and +7%
Blur: Up to 3px
Noise: Up to 2% of pixels
Mosaic: Applied

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