Dataset Versions

v10

2023-08-01 11:56am

Generated on Aug 1, 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 84%
912Images
Valid Set 14%
155Images
Test Set 1%
16Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 51% Maximum Zoom
Rotation: Between -18° and +18°
Grayscale: Apply to 21% of images
Brightness: Between -20% and +20%
Noise: Up to 1% of pixels

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