Dataset Versions

v1

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Generated on Nov 16, 2021

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 92%
4185Images
Valid Set 8%
349Images
Test Set %
0Images

Preprocessing

Resize: Fit (black edges) in 1280x720

Augmentations

Outputs per training example: 3
Noise: Up to 5% of pixels
Bounding Box: Noise: Up to 5% of pixels

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