harimerla/language-detection

Detects language based on the query

Language-detection

Project deployed in the below url : https://peaceful-atoll-75995.herokuapp.com/detect/

Tools used

1. Django - Python web framework.
2. NLP - One of the domain in AI to understand human language.
3. SVC - Support vector machine. machine learning algorithm.
4. Heroku(deployment) - Web service to deploy appilications.

Source

Dataset source: https://www.kaggle.com/zarajamshaid/language-identification-datasst
NLP and model training code can be found in Language Detection.ipynb
Created model is saved as language_detect.pkl
Guide to deploy projects in Heroku - https://www.youtube.com/watch?v=GMbVzl_aLxM&t=393s