Dataset Versions

v5

2023-04-09 8:10pm

Generated on Apr 9, 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 86%
441Images
Valid Set 10%
52Images
Test Set 4%
22Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Saturation: Between -20% and +20%
Exposure: Between -20% and +20%

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