Dataset Versions

v14

2023-04-06 1:37am

Generated on Apr 6, 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 88%
2209Images
Valid Set 8%
210Images
Test Set 4%
105Images

Preprocessing

Filter Null: Require at least 95% of images to contain annotations.

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Mosaic: Applied

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