Universal Data Tool
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Building and Labeling Datasets
Importing Data
The Format .udt.json
Machine Learning
Integrate with Any Web Page
Train your Workforce
Installation
Usage on Web
Using on Desktop (Windows, Mac, Linux)
Our Windows Desktop application needs contributors! If you run into any issues, or better yet manage to resolve them, send us a contribution!​
Using with Python or Jupyter Notebook
If you use Fast.ai or Tensorflow, Pytorch, brat etc. look at the respective guides in the Machine Learning section of these docs.
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import universaldatatool as udt
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ds = udt.Dataset(
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interface="image_classification",
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image_urls=["https://example.com/image1.png"],
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labels=["cat", "dog"]
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)
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ds.to_json() # Outputs .udt.json
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udt.open() # Opens the Universal Data Tool in Jupyter Notebooks
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Using with React or Embedded on Webpage
I recommend trying out the web tool before integrating. For many use cases, you can avoid the integration all together just by using the online tool!
Last modified 10mo ago