https://github.com/Selim321/flask-NILM-app-v1

A flask app that predicts the state of each appliance in a given time period.
https://github.com/Selim321/flask-NILM-app-v1

Last synced: 2 months ago
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A flask app that predicts the state of each appliance in a given time period.

• Host: GitHub
• URL: https://github.com/Selim321/flask-NILM-app-v1
• Owner: Selim321
• Created: 2022-06-22T09:50:35.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-06-22T10:54:53.000Z (over 2 years ago)
• Last Synced: 2024-08-02T16:32:04.686Z (6 months ago)
• Language: Python
• Size: 145 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# flask-NILM-app-v1

A flask app that predicts the state of each appliance in a given time period. The app take as input time interval and returns a vector that represents the predicted states of each appliance from the aggregate power data persisted in model/data.joblib. The considered appliances are: fridge and washing machine.   

## Notes

To run the app locally on a windows machine:

  1. Clone the repo.

  2. Create a virtual environment and install the packages in the requirements.txt.

  3. Persiste the model by using the model.py and then uncomment the line where the model is converted to a .joblib file.

  4. Run a local server by opening a terminal and tapping : "set FLASK_APP = app" and on a new line "python app.py". 

  5. Copy the URL and open it in your browser.