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ilastik
237 Stars 104 Forks Other 12.7K Commits 506 Opened issues

Description

ilastik-shell, applets, and workflows to string them together.

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ilastik

The interactive learning and segmentation toolkit

CircleCI AppVeyor Codecov Image.sc forum Code style: black

Leverage machine learning algorithms to easily segment, classify, track and count your cells or other experimental data. Most operations are interactive, even on large datasets: you just draw the labels and immediately see the result. No machine learning expertise required.

Screenshot

See ilastik.org for more info.


Installation

Go to the download page, get the latest non-beta version for your operating system, and follow the installation instructions. If you are new to ilastik, we suggest to start from the pixel classification workflow. If you don't have a dataset to work with, download one of the example projects to get started.

Usage

ilastik is a collection of workflows, designed to guide you through a sequence of steps. You can select a new workflow, or load an existing one, via the startup screen. The specific steps vary between workflows, but there are some common elements like data selection and data navigation. See more details on the documentation page.

Support

If you have a question, please create a topic on the image.sc forum. Before doing that, search for similar topics first: maybe your issue has been already solved! You can also open an issue here on GitHub if you have a technical bug report and/or feature suggestion.

Contributing

We always welcome good pull requests! If you just want to suggest a documentation edit, you can do this directly here, on GitHub. For more complex changes, see CONTRIBUTING.md for details.

License

GPL

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