Dataset Versions

v12

2023-05-17 2:17am

Generated on May 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 93%
9503Images
Valid Set 7%
703Images
Test Set 0%
43Images

Preprocessing

Modify Classes: 4 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Brightness: Between -84% and +0%
Blur: Up to 4.5px

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