Dataset Versions

v5

2024-06-06 8:11pm

Generated on Jun 6, 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 83%
1662Images
Valid Set 12%
237Images
Test Set 5%
103Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 192x192

Augmentations

Outputs per training example: 2
Brightness: Between -24% and +24%
Exposure: Between -15% and +15%

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