Dataset Versions

v13

2022-05-26 4:51pm

Generated on May 26, 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%
860Images
Valid Set 7%
71Images
Test Set 4%
34Images

Preprocessing

Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -15% and +15%

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