Dataset Versions

v3

2024-07-07 2:24pm

Generated on Jul 7, 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 95%
21Images
Valid Set %
0Images
Test Set 5%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 50x50

Augmentations

Outputs per training example: 3
Grayscale: Apply to 21% of images
Brightness: Between -20% and +20%
Blur: Up to 1px

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