Dataset Versions

v12

2023-12-24 10:57am

Generated on Dec 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.
Other Formats
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Dataset Split

Train Set 88%
942Images
Valid Set 8%
87Images
Test Set 4%
44Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between 0% and +35%
Blur: Up to 4.5px
Noise: Up to 2% of pixels

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