Dataset Versions

v2

2023-02-17 1:31pm

Generated on Feb 17, 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 88%
90Images
Valid Set 8%
8Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 5.75px
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 33% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°