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Description

This PR intends to include dask for image contrast enhancement to speed up the pre-processing step. In addition, it has removed the download step of reading stack data and instead it is streaming data directly to arrays. Dependencies are:

dask-image>=2024.5.3
- dask>= 2024.6.2
- pims>=0.7
- requests>=2.32.3

Type of change

What types of changes does your code introduce? Put an x in all the boxes that apply:

[ ] Bug fix (non-breaking change which fixes an issue)
[x] New feature (non-breaking change which adds functionality)
[x] Upgrading some features

How Has This Been Tested?

Testing part is an ongoing step.

Checklist:

If you're unsure about any of these, don't hesitate to ask. We're here to help!

[x] My code follows the code style of this project
[x] I have performed a self-review of my own code
[x] My PR has a descriptive title
[ ] My code follows PEP8 (most of it)
[ ] My code have the proper documentation in the code
[ ] I have made corresponding changes to the documentation (if applicable)
[ x] My changes generate no new errors
[ ] My code is covered by the existing tests (if applicable)
[ ] My code includes tests that show that my feature works
[ ] My PR passes Travis CI tests

If your PR does not fulfill all of the requirements in the checklist above, that's OK! If you need help, @-mention a maintainer and/or add the Status: Help Needed label.

NRCan / geo-deep-learning

dask_GDL #575

Description

Type of change

How Has This Been Tested?

Checklist: