Dataset Versions

v13

2022-03-20 5:23pm

Generated on Mar 20, 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.
Other Formats
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Dataset Split

Train Set 93%
9430Images
Valid Set 5%
484Images
Test Set 2%
246Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Saturation: Between -20% and +20%
Brightness: Between -16% and +16%
Blur: Up to 0.5px

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