Dataset Versions

v12

2023-03-28 1:27pm

Generated on Mar 28, 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 94%
12735Images
Valid Set 3%
458Images
Test Set 3%
375Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 44 remapped, 9 dropped

Augmentations

Outputs per training example: 5
Noise: Up to 2% of pixels
Bounding Box: Brightness: Between -38% and +38%

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