Dataset Versions

v28

2023-09-05 2:37pm

Generated on Sep 5, 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.
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Dataset Split

Train Set 99%
490Images
Valid Set 1%
6Images
Test Set %
0Images

Preprocessing

Modify Classes: 143 remapped, 11 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Blur: Up to 2px

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