Dataset Versions

v10

2024-08-01 1:54am

Generated on Aug 1, 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.
Other Formats
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Dataset Split

Train Set 82%
2064Images
Valid Set 12%
288Images
Test Set 6%
151Images

Preprocessing

Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -14% and +14%
Blur: Up to 0.4px

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