Dataset Versions

v9

2023-03-27 10:03am

Generated on Mar 27, 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.
Other Formats
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Dataset Split

Train Set 90%
2487Images
Valid Set 5%
131Images
Test Set 5%
131Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Grayscale: Apply to 5% of images
Saturation: Between -10% and +10%
Brightness: Between -17% and +17%
Bounding Box: Shear: ±5° Horizontal, ±5° Vertical

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