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CellProfiler is free open-source software designed to enable biologists without training in computer vision or programming to quantitatively measure phenotypes from thousands of images automatically.

Using CellProfiler

All CellProfiler documentation is on the CellProfiler website. We recommend the Getting Started section for new users.

Also of note:

Combining ImageJ and CellProfiler

See RunImageJScript.