Dataset Versions

v2

2024-03-20 10:18pm

Generated on Mar 20, 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.
Other Formats
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Dataset Split

Train Set 92%
240Images
Valid Set 6%
15Images
Test Set 2%
5Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 12-71% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -30% and +30%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 2% of pixels

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