Dataset Versions

v2

2023-01-08 11:03pm

Generated on Jan 8, 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 80%
5179Images
Valid Set 10%
652Images
Test Set 10%
637Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 768x768
Modify Classes: 5 remapped, 2 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.

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