Dataset Versions

v7

2023-09-24 8:29pm

Generated on Sep 24, 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 82%
1689Images
Valid Set 12%
249Images
Test Set 6%
118Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 1280x720
Grayscale: Applied
Modify Classes: 26 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 5% Maximum Zoom

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