add m.neural_network and Training Data Generation Documentation (#90)

Author: griembauer

Dockerfile

@@ -1,4 +1,4 @@
-FROM osgeo/grass-gis:main-ubuntu_wxgui
+FROM osgeo/grass-gis:8.4.0-ubuntu_wxgui
 
 # Version of GRASS GIS Addons
 ENV V_ALKIS_BUILDINGS_IMPORT_VERSION 1.1.0
@@ -19,19 +19,22 @@ ENV PROJ_NETWORK=ON
 ENV GRASS_ADDON_BASE=/usr/local/grass84
 
 # install external dependencies
-# do not use scikit-learn >=1.6 because it introduced breaking changes incompatible with r.learn.ml2 
-RUN pip3 install py7zr tqdm requests psutil "scikit-learn==1.5.2" pyproj pandas
+# do not use scikit-learn >=1.6 because it introduced breaking changes incompatible with r.learn.ml2
+RUN pip3 install py7zr tqdm requests psutil "scikit-learn==1.5.2" pyproj pandas grass-gis-helpers
+
 
 # install official addons
 RUN grass --tmp-location EPSG:4326 --exec g.extension r.mapcalc.tiled -s
 RUN grass --tmp-location EPSG:4326 --exec g.extension v.centerpoint -s
 RUN grass --tmp-location EPSG:4326 --exec g.extension r.learn.ml2 -s
 
-# install an addon from mundialis
+# install addons from mundialis
 RUN wget https://github.com/mundialis/v.alkis.buildings.import/archive/refs/tags/${V_ALKIS_BUILDINGS_IMPORT_VERSION}.zip \
     && grass --tmp-location EPSG:4326 --exec g.extension v.alkis.buildings.import url=${V_ALKIS_BUILDINGS_IMPORT_VERSION}.zip -s \
     && rm ${V_ALKIS_BUILDINGS_IMPORT_VERSION}.zip
 
+RUN grass --tmp-location EPSG:4326 --exec g.extension m.neural_network url=https://github.com/mundialis/m.neural_network -s
+
 # install RVR-specific GRASS GIS addons
 COPY grass-gis-addons /src/grass-gis-addons
 

README.md

@@ -3,7 +3,7 @@
 Repo for code and script transfer between mundialis and RVR - GRASS GIS addons:
 
 - **m.import.rvr** imports data for the processing of <b>buildings analysis</b>,
-  <b>green roofs</b> and/or <b>trees analysis</b>.
+  <b>green roofs</b>, <b>trees analysis</b>. or <b>neural network</b>.
 
 - **r.import.dtm_nrw** downloads and imports the NRW digital terrain model
   (DTM) 1m into the current mapset. Only the extent of the current region is