In natural language processing, language detection determines which natural language the given content is in. Computational approaches to this problem view it as a special case of text categorization, solved with various statistical methods. This project implements a language detection software/tool using python and machine learning. This model is being used to detect language of the given input text, the predicted output is categorical in nature and holds 17 different values i.e it can classify 17 different languages accurately.
Languages:
Python3, Numpy, Pandas
Frameworks:
Flask
Fork the repository, this will make a copy of this project in your account.
- Clone the repository by running below command -
git clone https://github.com/<username>/Language-Detector-using-Machine-Learning.git
- Open the folder by running below command -
cd Language-Detector-using-Machine-Learning
- Run app.py using below command to start Flask API
python app.py
Note:- You must be on python version 3 or later.