Dataset Versions

v6

2021-12-23 3:39pm

Generated on Dec 23, 2021

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 59%
304Images
Valid Set 21%
106Images
Test Set 20%
105Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 182 remapped, 0 dropped
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

No augmentations were applied.

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