Image processing in Python

scikit-image is a collection of algorithms for image processing. It is available free of charge and free of restriction. We pride ourselves on high-quality, peer-reviewed code, written by an active community of volunteers.

The scikit-image team is hard at work at bringing you scikit-image v2, a major overhaul with a cleaner and more intuitive API. We would like to thank our project sponsors,

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as well as our grassroots contributors.

Reach out if you would like to join them in supporting the next generation of open source image processing in Python.

If you find this project useful, please cite: [BiBTeX]

Stéfan van der Walt, Johannes L. Schönberger, Juan Nunez-Iglesias, François Boulogne, Joshua D. Warner, Neil Yager, Emmanuelle Gouillart, Tony Yu and the scikit-image contributors. scikit-image: Image processing in Python. PeerJ 2:e453 (2014) https://doi.org/10.7717/peerj.453

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Getting Started

Filtering an image with scikit-image is easy! For more examples, please visit our gallery.

import skimage as ski

image = ski.data.coins()
# ... or any other NumPy array!
edges = ski.filters.sobel(image)
ski.io.imshow(edges)
ski.io.show()
_images/coins-small.png _images/sobel-coins-small.png

You can read more in our user guide. For an introduction to image processing using scikit-image, see this lesson by Data Carpentry.

Our Team

Along with a large community of contributors, scikit-image development is guided by the following core team:

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Jarrod Millman
@jarrodmillman
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Josh Warner
@JDWarner
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Matthew Brett
@matthew-brett
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Egor Panfilov
@soupault

Emeritus Developers

We thank these previously-active core developers for their contributions to scikit-image.

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Alexandre de Siqueira
@alexdesiqueira
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Gregory Lee
@grlee77
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Riadh Fezzani
@rfezzani
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Tony S Yu
@tonysyu
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