Dataset Versions

v6

2023-07-21 10:43am

Generated on Jul 21, 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 77%
66Images
Valid Set 12%
10Images
Test Set 12%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 28x28

Augmentations

Outputs per training example: 3
Grayscale: Apply to 30% of images
Saturation: Between -25% and +25%
Blur: Up to 2.5px

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