User-friendly interface for intercomparison results

[hannah-rae]

Context:
The intercomparison_script.ipynb notebook creates results for inter-comparing the accuracy of many land cover/cropland maps for a subset of our evaluation datasets (configured in src/compare_covermaps.py). The results are stored in notebooks/intercomparison-results.csv.

Problem:
The CSV of results is not very user-friendly to read and understand the comparative performance of maps for a given country/test set. A user-friendly interface could be created to explore the intercomparison results.

Potential Solution:
There are many potential solutions that could be brainstormed for this, but potential solutions could include:

• a webpage that reads from the results CSV and allows users to select a test set/country and visualize the associated results
• static plots that are generated and stored in intercomparison_script.ipynb whenever the results are updated

[Dev-Destructor]

Hey, how about an SSR website build using Next.js which will read through the CSV and visualize output?

[Aniket-Parlikar]

Interested in contributing to this issue