Dataset Versions

v1

2022-01-19 10:30am

Generated on Jan 19, 2022

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 94%
928Images
Valid Set %
0Images
Test Set 6%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512
Tile: 4 rows x 4 columns
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 3
Blur: Up to 1px

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