Dataset Versions

v5

2024-09-19 5:35pm

Generated on Sep 19, 2024

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 92%
1519Images
Valid Set 8%
140Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 5-93% Horizontal Region, 10-93% Vertical Region
Resize: Stretch to 1024x768

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Blur: Up to 1px

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