Dataset Versions

v4

2023-12-20 12:18am

Generated on Dec 19, 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.
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Preprocessing

Resize: Stretch to 250x250
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Bounding Box: Blur: Up to 3px
Bounding Box: Noise: Up to 5% of pixels

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