Dataset Versions

v10

2023-07-17 11:45am

Generated on Jul 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.
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Dataset Split

Train Set 88%
3825Images
Valid Set 8%
357Images
Test Set 4%
187Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640

Augmentations

Outputs per training example: 3
Hue: Between -80° and +80°
Saturation: Between -50% and +50%
Brightness: Between -35% and +35%
Mosaic: Applied

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