Dataset Versions

v5

2022-06-26 5:58pm

Generated on Jun 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 81%
1138Images
Valid Set 10%
135Images
Test Set 9%
133Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 276x194

Augmentations

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

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