Dataset Versions

v7

2024-01-18 9:00am

Generated on Jan 18, 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 89%
327Images
Valid Set 7%
24Images
Test Set 4%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x2048

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 20% Minimum Zoom, 70% Maximum Zoom
Brightness: Between 0% and +20%
Noise: Up to 0.5% of pixels

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