Dataset Versions

v9

2023-05-02 11:23am

Generated on May 2, 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 87%
1497Images
Valid Set 8%
137Images
Test Set 5%
89Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Hue: Between -16° and +16°
Saturation: Between -17% and +17%
Brightness: Between -17% and +17%
Exposure: Between -2% and +2%
Blur: Up to 0.25px

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