Dataset Versions

v9

latest_taxonomy

Generated on Nov 17, 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 78%
2956Images
Valid Set 11%
424Images
Test Set 11%
397Images

Preprocessing

Tile: 7 rows x 10 columns
Modify Classes: 71 remapped, 11 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.

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