Dataset Versions

v4

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Generated on May 13, 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.
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Dataset Split

Train Set 78%
5263Images
Valid Set 12%
823Images
Test Set 9%
632Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 9 remapped, 2 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.

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