onnxruntime: Given model could not be parsed while creating inference session. Error message: Protobuf parsing failed - tensorflow

Question

According to the example code mentioned below the library. I have followed the example code but it didn't work.
[Library] https://github.com/notAI-tech/NudeNet/
Code
from nudenet import NudeClassifier
import onnxruntime
classifier = NudeClassifier()
classifier.classify('/home/coremax/Downloads/DETECTOR_AUTO_GENERATED_DATA/IMAGES/3FEF7B75-3823-4153-8490-87483AAC6ABC'
'.jpg')
I have also followed the previous solution on StackOverflow but it didn't work
Error on running Super Resolution Model from ONNX
Traceback (most recent call last):
File "/snap/pycharm-community/276/plugins/python-ce/helpers/pydev/pydevd.py", line 1491, in _exec
pydev_imports.execfile(file, globals, locals) # execute the script
File "/snap/pycharm-community/276/plugins/python-ce/helpers/pydev/_pydev_imps/_pydev_execfile.py", line 18, in execfile
exec(compile(contents+"\n", file, 'exec'), glob, loc)
File "/home/coremax/Documents/NudeNet/main.py", line 3, in <module>
classifier = NudeClassifier()
File "/home/coremax/Documents/NudeNet/nudenet/classifier.py", line 37, in __init__
self.nsfw_model = onnxruntime.InferenceSession(model_path)
File "/home/coremax/anaconda3/envs/AdultNET/lib/python3.6/site-packages/onnxruntime/capi/session.py", line 158, in __init__
self._load_model(providers or [])
File "/home/coremax/anaconda3/envs/AdultNET/lib/python3.6/site-packages/onnxruntime/capi/session.py", line 166, in _load_model
True)
RuntimeError: /onnxruntime_src/onnxruntime/core/session/inference_session.cc:238 onnxruntime::InferenceSession::InferenceSession(const onnxruntime::SessionOptions&, const onnxruntime::Environment&, const string&) status.IsOK() was false. Given model could not be parsed while creating inference session. Error message: Protobuf parsing failed.

Answer 1

I know it is too late but hope this helps someone build a very useful software.
why it fails
the error is that for NudeClassifier to work it has to download the onnx model from this link
but github now requires you to be logged in to download any file so the constructor for the NudeClassifier fails as it tries to download this model
Solution
create a folder in your user's home folder with the name .NudeNet/
download the model from this link
save the model in the folder you created in step one
you should now have the model at the following path ~/.NudeNet/classifier_model.onnx
now you're ready to go good luck!