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actions-user committed Jan 3, 2024
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33 changes: 33 additions & 0 deletions 10-multi-dimensional-data.md
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---
title: Multi-dimensional data
teaching: 60
exercises: 60
---

::::::::::::::::::::::::::::::::::::::: objectives

- Learn about multi-dimensional image data such as 3D volumetric stacks and time-lapses.
- Visualize multi-dimensional data interactively using Napari.
- Learn to use the basic functionality of the Napari GUI including overlaying masks over images.
- Construct an analysis workflow to measure properties of 3D objects in a 3D volumetric image stack.
- Construct an analysis workflow to measure changes over time from a time-lapse movie.

::::::::::::::::::::::::::::::::::::::::::::::::::

:::::::::::::::::::::::::::::::::::::::: questions

- How can we scikit-image to perform image processing tasks on multi-dimensional image data?
- How can we visualise the results using Napari?

::::::::::::::::::::::::::::::::::::::::::::::::::

:::::::::::::::::::::::::::::::::::::::: keypoints

- We open access the Napari n-dimensional image viewer with `Napari.Viewer` objects.
- `Image` and `Label` layers can be added to a viewer with `Napari.Viewer.add_image`
and `Napari.Viewer.add_label` respectively.
- Many scikit-image functions such as `skimage.filters.gaussian`, `ski.threshold.threshold_otsu`,
`ski.measure.label` and `ski.measure.regionprops` work with 3D image data.
- Iterate through time-points to analyse time-lapse movies.

::::::::::::::::::::::::::::::::::::::::::::::::::
9 changes: 5 additions & 4 deletions config.yaml
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Expand Up @@ -58,7 +58,7 @@ contact: '[email protected]'
# - another-learner.md

# Order of episodes in your lesson
episodes:
episodes:
- 01-introduction.md
- 02-image-basics.md
- 03-skimage-images.md
Expand All @@ -68,15 +68,16 @@ episodes:
- 07-thresholding.md
- 08-connected-components.md
- 09-challenges.md
- 10-multi-dimensional-data.md

# Information for Learners
learners:
learners:

# Information for Instructors
instructors:
instructors:

# Learner Profiles
profiles:
profiles:

# Customisation ---------------------------------------------
#
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3 changes: 2 additions & 1 deletion md5sum.txt
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"file" "checksum" "built" "date"
"CODE_OF_CONDUCT.md" "c93c83c630db2fe2462240bf72552548" "site/built/CODE_OF_CONDUCT.md" "2023-12-18"
"LICENSE.md" "b24ebbb41b14ca25cf6b8216dda83e5f" "site/built/LICENSE.md" "2023-12-18"
"config.yaml" "101b3ac4b679126bb1f437306eb1b836" "site/built/config.yaml" "2023-12-18"
"config.yaml" "78121f0e6cb02000adb1d5a5962b2c61" "site/built/config.yaml" "2024-01-03"
"index.md" "6e80c662708984307918adfad711e15f" "site/built/index.md" "2023-12-18"
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Expand All @@ -12,6 +12,7 @@
"episodes/07-thresholding.md" "bc0b3a64255ef9dd359d4cf3188aba83" "site/built/07-thresholding.md" "2023-12-18"
"episodes/08-connected-components.md" "c4b727de6f6f5ea4f8ef5467759c85bd" "site/built/08-connected-components.md" "2024-01-03"
"episodes/09-challenges.md" "655bdca8cab5d28dc6b2c2e9275aaecc" "site/built/09-challenges.md" "2023-12-18"
"episodes/10-multi-dimensional-data.md" "09f55c6449a5e4a41c5a6d0d9817c4a0" "site/built/10-multi-dimensional-data.md" "2024-01-03"
"instructors/instructor-notes.md" "b1c166a544eb4b9b91f3ac8f2dafd549" "site/built/instructor-notes.md" "2023-12-18"
"learners/discuss.md" "ad762c335f99400dc2cd1a8aad36bdbd" "site/built/discuss.md" "2023-12-18"
"learners/edge-detection.md" "fdbcee7436e104e6587e1cb40cd37d18" "site/built/edge-detection.md" "2023-12-18"
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