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One way to drastically speed up data labeling is by leveraging your machine learning models from the start. Instead of labeling the entire dataset manually, you can use a model to help you by iterating between image labeling and model training.
Segments.ai makes it easy to set up such model-assisted workflows.
We have two interactive tutorials in the form of a Google Colab notebook: