Dataset Versions

v19

2024-08-20 4:14pm

Generated on Aug 20, 2024

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%
1623Images
Valid Set 6%
106Images
Test Set 2%
39Images

Preprocessing

Resize: Fit (white edges) in 256x256

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Cutout: 6 boxes with 4% size each

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