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This repository houses machine learning models and pipelines for predicting various diseases, coupled with an integration with a Large Language Model for Diet and Food Recommendation. Each disease prediction task has its dedicated directory structure to maintain organization and modularity.

License: GNU General Public License v3.0

Jupyter Notebook 96.97% Python 0.80% HTML 1.89% CSS 0.24% JavaScript 0.10%
multi-disease-prediction ai-healthcare ai-in-healthcare diet-recommender medical-ai mlops-workflow disease-detection disease-prediction ai-for-healthcare

openhealth's Issues

You need to train the model, As the complete project is in the development stage, we are working on another model but as this model is big, I didn't track it in this version. Better implement it on your own or else mail me ill send you the model files.

          You need to train the model, As the complete project is in the development stage, we are working on another model but as this model is big, I didn't track it in this version. Better implement it on your own or else mail me ill send you the model files.

Originally posted by @KalyanM45 in #6 (comment)

model missing BrainModel.h5 and Kidney_Model.h5 file not found

Already email sent about the below issue :
Can you please send models over the email. Thanks.

However, while opening app.py, this error is encountered:
File "/root/medai/OpenHealth/app.py", line 18, in

brain_model = load_model('Artifacts\Brain_Tumour\BrainModel.h5')
kidney_model = load_model('Artifacts\Kidney_Disease\Kidney_Model.h5')

BrainModel.h5 file not found

Congrates on the good job.

However, while opening app.py, this error is encountered:
File "/root/medai/OpenHealth/app.py", line 18, in
brain_model = load_model('Artifacts\Brain_Tumour\BrainModel.h5')

BrainModel.h5 missing

Hello, I like this project and trying to build it locally.
After a successful install , when I run the "python app.py" it fails with the below error.
"
OSError: No file or directory found at Artifacts\Brain_Tumour\BrainModel.h5
OSError: No file or directory found at Artifacts\Kidney_Disease\Kidney_Model.h5
"
Do we need to manually download these h5 files (BrainModel.h5 and Kidney_Model.h5) ? Please share the file path.

Also just for testing , removed these two lines from app.py
brain_model = load_model('Artifacts\Brain_Tumour\BrainModel.h5')
kidney_model = load_model('Artifacts\Kidney_Disease\Kidney_Model.h5')

and page loading in localhost:5000 but none of the links are working.
Do we need to add any other configuration? please confirm.

Thanks

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