Dataset Versions

v9

2022-12-15 6:47am

Generated on Dec 14, 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 70%
4061Images
Valid Set 20%
1150Images
Test Set 10%
581Images

Preprocessing

Resize: Fit (reflect edges) in 640x640
Modify Classes: 0 remapped, 3 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.

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