Dataset Versions

v1

2023-11-26 9:38am

Generated on Nov 26, 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.
Other Formats
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Dataset Split

Train Set 82%
273Images
Valid Set 12%
39Images
Test Set 6%
20Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Filter Null: Require at least 40% of images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -15° and +15°

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