Dataset Versions

v12

2023-03-27 7:39pm

Generated on Mar 27, 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 86%
989Images
Valid Set 8%
96Images
Test Set 6%
71Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 520x520

Augmentations

Outputs per training example: 2
Grayscale: Apply to 15% of images
Exposure: Between -23% and +23%