https://github.com/hetpandya/heroku-intent-classifier-deployment

Code for deploying Intent Classifier to Heroku
https://github.com/hetpandya/heroku-intent-classifier-deployment

deep-learning heroku heroku-app heroku-deployment intent-classification tensorflow-heroku

Last synced: 10 months ago
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Code for deploying Intent Classifier to Heroku

• Host: GitHub
• URL: https://github.com/hetpandya/heroku-intent-classifier-deployment
• Owner: hetpandya
• License: mit
• Created: 2020-10-24T11:47:51.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2021-07-15T07:00:40.000Z (almost 5 years ago)
• Last Synced: 2025-06-03T05:37:26.425Z (12 months ago)
• Topics: deep-learning, heroku, heroku-app, heroku-deployment, intent-classification, tensorflow-heroku
• Language: Python
• Homepage: https://intentclassifier.herokuapp.com
• Size: 18.3 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Deploying Intent Classifier on Heroku

Code for the medium blog post [Deploying Intent Classifier on Heroku](https://medium.com/geekculture/deploying-intent-classifier-on-heroku-a784c22a29fe).

## Local Deployment

### Requirements

Install the required libraries using

`pip install -r requirements.txt`

### Training

For code to the training files, check [here](https://github.com/thehetpandya/intent-classifier).

You can find the tutorial for training the Intent Classifier, check [here](https://medium.com/analytics-vidhya/creating-your-own-intent-classifier-b86e000a4926).

### Inference

Run the server using

`python app.py`

Then go this url

http://localhost:5000

### Screenshot

![Screenshot](https://github.com/thehetpandya/heroku-intent-classifier-deployment/raw/main/images/screenshot.PNG)

### Demo

[https://intentclassifier.herokuapp.com](https://intentclassifier.herokuapp.com)

### License

Please check `LICENSE` for more details.