Dataset Versions

v13

2023-10-06 7:23am

Generated on Oct 6, 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 80%
1854Images
Valid Set 13%
303Images
Test Set 6%
147Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 1280x720

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 4% Maximum Zoom
Brightness: Between -14% and +14%
Blur: Up to 0.5px

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