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Interactive image annotation with plotly and dash

Who am I / Credits

Emmanuelle Gouillart, scientific director at Saint-Gobain Recherche Paris.

Also developer, contributor of scikit-image, plotly and Dash.

Work funded by plotly and CZI (Chan-Zuckerberg Initiative). Many thanks to the developers of plotly, Dash and scikit-image. Apps developped with Sebastian Urchs and Nicholas Esterer.

Screenshot from 2022-08-30 09-36-43

plotly documentation

https://plotly.com/python/

https://plotly.com/python/imshow/

Dash documentation

General dash doc: https://dash.plotly.com/

Figure annotation in Dash: https://dash.plotly.com/annotations

Dash gallery

https://dash.gallery/

https://dash.gallery/Portal/?search=[Image%20Processing]

The three apps covered in the talk

https://dash.gallery/dash-image-annotation/

https://dash.gallery/dash-image-segmentation/

https://dash.gallery/dash-3d-image-partitioning/

These apps have been written together with Nicolas Kruchten, Nicholas Esterer, and Sebastian Urchs.

Some blog posts on image annotation

https://eoss-image-processing.github.io/