Dataset Versions

v15

2021-10-14 8:51pm

Generated on Oct 14, 2021

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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Preprocessing

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

Augmentations

Outputs per training example: 3
Hue: Between -16° and +16°
Saturation: Between -13% and +13%
Brightness: Between -15% and +15%
Exposure: Between -3% and +3%

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