Dataset Versions

v18

2023-04-16 7:56pm

Generated on Apr 16, 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.
Other Formats
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Dataset Split

Train Set 96%
708Images
Valid Set %
0Images
Test Set 4%
32Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Saturation: Between -20% and +20%
Blur: Up to 6px
Noise: Up to 2% of pixels
Cutout: 7 boxes with 2% size each

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