https://github.com/catalin246/deployment-classification

This Flask-based web app predicts whether uploaded images contain a dog or cat, utilizing a machine learning model. Users receive instant classification results.
https://github.com/catalin246/deployment-classification

api classification flask machine-learning postman python

Last synced: about 1 month ago
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This Flask-based web app predicts whether uploaded images contain a dog or cat, utilizing a machine learning model. Users receive instant classification results.

• Host: GitHub
• URL: https://github.com/catalin246/deployment-classification
• Owner: Catalin246
• Created: 2024-03-07T11:40:20.000Z (11 months ago)
• Default Branch: master
• Last Pushed: 2024-03-09T14:37:37.000Z (11 months ago)
• Last Synced: 2024-11-09T04:38:56.958Z (3 months ago)
• Topics: api, classification, flask, machine-learning, postman, python
• Language: Python
• Homepage:
• Size: 12.7 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
#### FLASK RESTX BOILER-PLATE WITH JWT BUILD ON PYTHON 3.9

### Terminal commands

Note: make sure you have `pip` and `virtualenv` installed.

    To run test: flask test

    To run application: flask run

Make sure to run the initial migration commands to update the database (from the venv!).

    > export FLASK_APP=manage.py

    

    > flask db init

    > flask db migrate

    > flask db upgrade

### Viewing the app ###

    Open the following url on your browser to view swagger documentation

    http://127.0.0.1:5000/

### Using Postman / Insomnia ####

    Authorization header is in the following format:

    Key: Authorization

    Value: "token_generated_during_login"

    For testing authorization, url for getting all user requires an admin token while url for getting a single

    user by public_id requires just a regular authentication.

### Based on : Full description and guide (beware this guide targets an older python version!) ###

https://medium.freecodecamp.org/structuring-a-flask-restplus-web-service-for-production-builds-c2ec676de563

### The model making the prediction is not laoded into thei repository due the extensive size.