Random forest #215
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Random forest #215
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HansVRP
requested changes
Jul 22, 2025
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| # Parameters | ||
| window_size = 33 |
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are these indeed fixed for these network; or should they be a tunable parameter?
| avg_b12 = b12.mean() | ||
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| # Calculate NDFI | ||
| ndfi = ((b12 / avg_b12) - (b08 / avg_b08)) / (b08 / avg_b08) |
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is this one unavailble in the indiches package?
| # Merge the two feature cubes | ||
| inference_cube = s2_feature_cube.merge_cubes(s1_feature_cube) | ||
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| # link to the trained model: this model has an expiry date |
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at a standard model on S3 to be used; can check with core team the preferred location
| "type": "text/html", | ||
| "title": "OpenEO Web Editor", | ||
| "href": "https://editor.openeo.org/?wizard=UDP&wizard~process=random_forest_firemapping&wizard~processUrl=https://raw.githubusercontent.com/ESA-APEx/apex_algorithms/8ace24cf9853989b964e65246249e1379833be9d/algorithm_catalog/vito/random_forest_firemapping/openeo_udp/random_forest_firemapping.json&server=https://openeo.vito.be" | ||
| } |
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does it run with all job options or does it need an icnreased memory usage?
| indices = compute_indices(cf_cube, indices_list) | ||
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| # calculate texture features | ||
| features_udf = openeo.UDF.from_file("features.py") |
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can you give features.py a more descriptive name?
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Testing of the RF pipeline to monitor its working.
Currently, the PR is at VITO.