Dataset Versions

v1

2022-08-24 5:43am

Generated on Aug 24, 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 82%
33075Images
Valid Set 12%
4761Images
Test Set 6%
2322Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 3
Blur: Up to 3.75px
Mosaic: Applied

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