Dataset Versions

v5

2023-05-23 8:49am

Generated on May 22, 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 99%
456Images
Valid Set 1%
4Images
Test Set 0%
2Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Saturation: Between -24% and +24%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 4.75px

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