Dataset Versions

v7

2023-06-04 12:24am

Generated on Jun 3, 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 86%
1359Images
Valid Set 9%
141Images
Test Set 5%
81Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 370x500
Modify Classes: 2 remapped, 2 dropped

Augmentations

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

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