Dataset Versions

v7

2024-09-22 1:42pm

Generated on Sep 22, 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 82%
1738Images
Valid Set 12%
253Images
Test Set 6%
134Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 512x384
Filter Null: Require at least 36% of images to contain annotations.

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Upside Down

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