Dataset Versions

v4

2024-03-29 5:33pm

Generated on Mar 29, 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 86%
663Images
Valid Set 9%
70Images
Test Set 5%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 17% Maximum Zoom
Brightness: Between -9% and +9%
Bounding Box: Brightness: Between -12% and +12%
Bounding Box: Blur: Up to 0.5px

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