Dataset Versions

v2

2023-04-19 10:55am

Generated on Apr 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.
Other Formats
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Dataset Split

Train Set 75%
1504Images
Valid Set 17%
338Images
Test Set 8%
167Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 18 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images

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