Dataset Versions

v17

2024-06-09 11:18pm

Generated on Jun 9, 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 87%
1245Images
Valid Set 8%
121Images
Test Set 4%
59Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Brightness: Between 0% and +20%
Blur: Up to 1px
Noise: Up to 0.38% of pixels

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