The file gee_lc_requirement.txt consists of all the packages required for using the Lancover generation code. Create a virtual environment and install the packages using the following code:
conda config --append channels conda-forge
conda create --name <environment_name> --file gee_lc_requirement.txt
All the packages can be installed using 'conda'.
Use the provided credential files for authenticating different platform. Ensure the name of the file is glodal_gee.json.
If you haven't received the credential file, feel free to reach out Rohit Khati.
Before jumping to generate landcover map, modify the configuration parameters as per the requirement at Config.py file.
Once the configuration file is setup, the Internt python notebook (.ipynb) is ready to run. When the run is completed, the outputs are stored in Google Cloud & Remote/Local computer.
The outputs in remote/ local computer can be obatained in a directory with user's name. The directory consists of following files:
- False Color Composite Image of Region of Interest. (/fc-map)
- Json files with image metedata information. (/json)
- Generated Landcover Map of Region of Interest. (/lc-map)
- Trained Best Model in .h5 format. (/model)