Dataset Versions

v6

2023-11-28 12:31am

Generated on Nov 27, 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 87%
1092Images
Valid Set 13%
169Images
Test Set %
0Images

Preprocessing

Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Cutout: 15 boxes with 10% size each
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom

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