https://github.com/patelvivekdev/dog_vs_cat_flask_web_app

Deploy deep learning model to Heroku
https://github.com/patelvivekdev/dog_vs_cat_flask_web_app

deep-learning dogvscat flask-restful heroku modeldeploy tensorflow2

Last synced: about 1 month ago
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Deploy deep learning model to Heroku

• Host: GitHub
• URL: https://github.com/patelvivekdev/dog_vs_cat_flask_web_app
• Owner: patelvivekdev
• Created: 2020-12-04T06:33:40.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2023-05-01T21:27:00.000Z (over 1 year ago)
• Last Synced: 2024-04-16T02:01:18.807Z (9 months ago)
• Topics: deep-learning, dogvscat, flask-restful, heroku, modeldeploy, tensorflow2
• Language: HTML
• Homepage: https://dog-vs-cat.herokuapp.com/
• Size: 18.9 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

        
# Deployment of ML model

For CNN model go to [this](https://github.com/Vivek2509/Dog_vs_cat) where you can find more about how to build CNN model using `tensorflow_hub`.

**Model deployment using flask web app**

- Login into `heroku`

- Add `requirement.txt` and add include all **package** name with `specific version` same as you used for your project bulid.

- Add Procfile with `gunicorn`.

```

git add . 

git commit -am "make it better"

git push heroku master

```

And it's done.

## *Happy Deep Learning.*