Dataset Versions

v47

2024-01-24 6:36pm

Generated on Jan 24, 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 44%
1641Images
Valid Set 28%
1056Images
Test Set 28%
1051Images

Preprocessing

Resize: Fit (reflect edges) in 640x480
Modify Classes: 324 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Cutout: 16 boxes with 10% size each

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