Dataset Versions

v14

2023-06-06 2:21pm

Generated on Jun 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.
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Dataset Split

Train Set 92%
2208Images
Valid Set 8%
191Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 540x540
Modify Classes: 23 remapped, 2 dropped

Augmentations

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

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