Dataset Versions

v15

2023-01-13 1:58pm

Generated on Jan 13, 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.
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Dataset Split

Train Set 84%
1003Images
Valid Set 10%
118Images
Test Set 7%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1200x1200
Modify Classes: 9 remapped, 3 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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