Dataset Versions

v3

2022-12-09 7:58am

Generated on Dec 9, 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 65%
13Images
Valid Set 20%
4Images
Test Set 15%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x440

Augmentations

Outputs per training example: 2
Grayscale: Apply to 54% of images