Dataset Versions

v7

2023-03-20 1:39am

Generated on Mar 20, 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 27%
34Images
Valid Set 55%
69Images
Test Set 18%
23Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 31 remapped, 52 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Mosaic: Applied