Dataset Versions

v9

2022-07-18 1:13pm

Generated on Jul 18, 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 86%
1167Images
Valid Set 9%
118Images
Test Set 5%
65Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Noise: Up to 13% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 21% Maximum Zoom
Bounding Box: Noise: Up to 11% of pixels

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