Dataset Versions

v3

2023-04-22 6:51pm

Generated on Apr 22, 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 70%
6315Images
Valid Set 20%
1805Images
Test Set 10%
901Images

Preprocessing

Resize: Fill (with center crop) in 512x512
Modify Classes: 17 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.

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