Dataset Versions

v14

2023-11-17 11:10am

Generated on Nov 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 78%
3717Images
Valid Set 20%
970Images
Test Set 2%
73Images

Preprocessing

Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 0-100% Vertical Region

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°

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