model-assisted-labeling.md

Model-assisted labeling

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:

• Speed up your image segmentation workflow with model-assisted labeling
• Fast point cloud labeling with model predictions