Dataset Versions

v11

2022-12-13 10:53am

Generated on Dec 13, 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.
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Dataset Split

Train Set 89%
1600Images
Valid Set 8%
138Images
Test Set 4%
64Images

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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