Dataset Versions

v9

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Generated on Feb 26, 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.
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Dataset Split

Train Set 87%
216Images
Valid Set 9%
22Images
Test Set 4%
9Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Brightness: Between -6% and +6%
Blur: Up to 1.1px
Noise: Up to 2% of pixels
Bounding Box: Noise: Up to 1% of pixels

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