Ch/add quarry ex

[cleherny]

What

Addition of an example of career detection using the repo scripts.
The new example can be found in the \example\quarry-detection folder.

Comments

I encountered package compatibility issues in the ac/improve-code-quality branch that I did not encounter when testing the proj-dqry project with ac/add-set-up-tools. As a result, I have set the version of some packages to the previous version for which I used to run proj-dqry:

• geopandas==0.11.1
• numpy==1.23.3
• pillow==9.5.0 (version 10.0.0 was initially installed with this problem: PIL.Image.LINEAR no longer exists facebookresearch/detectron2#5010)
• scikit-learn==0.24.2 (which I actually forgot to add in the branch recently merged with ch/dev_tm, I'll fix it when I finalize this branch. I got slight changes to the final prediction depending on the package version, so for now I prefer to keep the version I used to provide results).
  Further investigations are needed to understand the compatibility issues with the first two packages.

To improve in the future

Include the CRS transformation of the Swiss DEM directly in the script filter_prediction.py

To Do

Run the example and check if everything looks good and running fine. Test if more recent packages of the libraries mentioned above are also causing errors on other machines.

[acerioni]

See #13

[stdl-s-sonarqube]

Analysis Details

1 Issue

• 0 Bugs
• 0 Vulnerabilities
• 1 Code Smell

Coverage and Duplications

• No coverage information (0.00% Estimated after merge)
• 0.00% Duplicated Code (0.00% Estimated after merge)

Project ID: swiss-territorial-data-lab_object-detector_AYZ4zWIzr7JdaaSXwexc

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[cleherny]

The branch is ready to be merged on ac/improve-code-quality.