Dataset Versions

v9

2022-12-11 7:34pm

Generated on Dec 11, 2022

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%
60Images
Valid Set 6%
4Images
Test Set 6%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x768

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 50% of images
Blur: Up to 5px

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