Dataset Versions

v17

2024-06-03 4:04pm

Generated on Jun 3, 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 35%
624Images
Valid Set 46%
834Images
Test Set 19%
346Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-71% Horizontal Region, 8-64% Vertical Region
Resize: Fit within 640x640

Augmentations

Outputs per training example: 2
Cutout: 23 boxes with 7% size each
Mosaic: Applied

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