Dataset Versions

v7

2023-05-02 12:53am

Generated on May 2, 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 69%
405Images
Valid Set 20%
115Images
Test Set 11%
66Images

Preprocessing

Resize: Fit (black edges) in 640x640
Modify Classes: 186 remapped, 5 dropped
Filter Null: Require at least 75% of images to contain annotations.

Augmentations

No augmentations were applied.

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