Dataset Versions

v5

2022-08-12 9:21pm

Generated on Aug 12, 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.
Other Formats
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Dataset Split

Train Set 87%
1749Images
Valid Set 6%
129Images
Test Set 6%
126Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Modify Classes: 2 remapped, 5 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Hue: Between -5° and +5°
Saturation: Between -5% and +5%
Blur: Up to 1px

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