tsdataclinic / pmldatapipeline Goto Github PK

I'm interested in using this project in my thesis. I am willing to run this before making any modifications to the same. However, I've been running into quite a few issues.

While running
python download_features.py --features data/features.csv

I get the following error
ImportError: cannot import name 'S2L1CWCSInput' from 'eolearn.io'

Also. I get the unresolved variables error before even running the files on this line

The variable bounds, bbox_list aren't defined in the above line

The variable USE_BANDS, band_names aren't defined in the above line.

@stuartlynn if you could help me set this up, it'd be very helpful for my thesis.

I am having problems using python download_scene.py --scene=scenes/Gulf.json and I don't know if the problem is because of the installation or my SentinelHub account.

I used Anaconda for the installation:

• I created an anaconda environment with pipenv and proj to be able to run pipenv install.

Then I used the following commands:

• pipenv shell
  outputs: Launching subshell in virtual environment...
• sentinelhub.config --instance_id xxx
  outputs: The value of parameter 'instance_id' was updated to 'xxx'
• sentinelhub.config --show
  outputs: Several parameters
• python download_scene.py --scene=scenes/Gulf.json
  outputs:

OSError: dlopen(/.../.venv/lib/python3.8/site-packages/lightgbm/lib_lightgbm.so, 6): Library not loaded: /usr/local/opt/libomp/lib/libomp.dylib
Referenced from: /.../.venv/lib/python3.8/site-packages/lightgbm/lib_lightgbm.so
Reason: image not found

Do you know why this error may be appearing? Thank you!

I setup everything, but when I try to run the predict_scene.py file I get this error :
ImportError: cannot import name 'get_s2_pixel_cloud_detector' from 'eolearn.mask'.

I looked to the documentation of the eo-learn framework, I think this function have been deleted.

Could you please share with us how to resolve this error.

Hi, I am working on the plastic detection project using Sentinel-2 satellite image and I am trying to run follow your repository to get the satellite image data. I created the features.csv file with the columns and label as mentioned. However, when I run the below command with my csv file, the code does not generate any data in the data folder, instead it is going to the exception command in download_features.py. I am getting the output as "Could not download feature" and "Could not process feature".

python download_features.py --features data/features.csv

Can you please provide me a sample features.csv file and it would be of great help for my project as I have limited time to complete it.