Dataset Versions

v1

2022-12-16 2:16pm

Generated on Dec 16, 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.
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Dataset Split

Train Set 94%
5197Images
Valid Set 4%
213Images
Test Set 2%
110Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x736

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%

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