Dataset Versions

v16

2022-04-27 8:33am

Generated on Apr 27, 2022

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 66%
706Images
Valid Set 22%
235Images
Test Set 12%
125Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 1
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%