Dataset Versions

v3

2022-02-02 12:18pm

Generated on Feb 2, 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 89%
9592Images
Valid Set 6%
600Images
Test Set 6%
600Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Modify Classes: 59 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Cutout: 3 boxes with 23% size each
Mosaic: Applied

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