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python-app-with-electron-gui

A better way to make GUIs for your Python apps

Use HTML, JavaScript and CSS to make highly customized, cross platfrom desktop apps which use native Python backends.

https://youtu.be/627VBkAhKTc

Note: This is for educational purposes only, this may not be efficient or bug-free. Also, this is just a demo on how JS and Python can be used to interact together. This demo is NOT meant to show face detection or object detection.

General Dependenices

  • Python
  • NodeJS
  • electron.js
  • python-shell

Specific Dependencies

  • weather module:

    • requests
    • beautifulsoup4

  • object detection module

    • Flask
    • tensorflow
    • keras

    Usage

    • Clone the repo, and then
    $ cd electron-app-with-python-gui
$ pip install -r requirements.txt
$ npm install
$ npm start
    • If you want to use the object detection module, make sure the flask server [object_detection.py] is up and running before starting the GUI.
    $ cd engine
$ python object_detection.py

Note:

weather_engine.py uses web-scraping to pull data off the internet, from a particular website. If this site happens to be modified or changed in the future, the code might break. However, this can be fixed by analyzing the new layout of the site and adjusting the python code accordingly.

Tathagat Banerjee's Projects

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A Challenge posted by Analytics Vidhya ranked 835 out of 27832 competitors used multiple regressors finally a score of 2929.03 RMSE

bigmsales icon bigmsales

This is a solution code for regression models and finding a RMSE score of 1156 and finally a rank of 943 among 25888 competitors in Analytics Vidhya

breast-cancer icon breast-cancer

The doccument and data to analyze and predict the presence of breast cancer in a living being with an accuracy of 98.203% in validation . This was in a kaggle competition where i ranked 304 out of about 300 thousand competitors

complaint-box icon complaint-box

The complaint box consists of an administrator as well as a student portal . The user has tobuilt a viw frame for administrative purpose .

covid19india-flutter icon covid19india-flutter

Flutter app for tracking Covid19 impact in India. Inspired by https://www.covid19india.org/

home-automation-embedded-to-ml icon home-automation-embedded-to-ml

This is a complete home helping one to predict temperature , weather ,fertilizers , will detect face and weapon for security , pet watering , IOT device , ldr and door lock is installed

housesaleskaggle icon housesaleskaggle

A solution to a problem posted by kaggle over different attributes effecting the sales of a house

humanoid-robotic-arm icon humanoid-robotic-arm

An important part of a complete humanoid . We managed to create a humanoid arm with a 3d printed structure , taking help of nub wires and semi plastic material the hand could lift objects , handshake and predict heart rate and temperature.

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