Dataset Versions

v1

2023-03-31 8:01pm

Generated on Mar 31, 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 100%
3024Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x720
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: Blur: Up to 5px
Bounding Box: Noise: Up to 5% of pixels

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