Dataset Versions

v10

2022-07-05 10:59am

Generated on Jul 5, 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.
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1896 Total Images

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Dataset Split

Train Set 87%
1647Images
Valid Set 9%
170Images
Test Set 4%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 1% Maximum Zoom
Noise: Up to 1% of pixels

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