Dataset Versions

v29

224x224 brak proporcji

Generated on Jan 31, 2024

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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 69%
393Images
Valid Set 17%
98Images
Test Set 14%
81Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 224x224

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Blur: Up to 0.2px

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