Dataset Versions

v4

font-v4

Generated on Feb 5, 2023

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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 89%
216Images
Valid Set 7%
18Images
Test Set 4%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 279 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%

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