hasna-akbarali / language_recognition

🚀 Language Recognition and Translation 🌍

Welcome to the Language App, where you can detect text languages and translate it ! 🌎🚀

🌟 Features

• Universal Translator: Our app uses cutting-edge technology to decipher the language of your text and translate.
• User-Friendly: It's as easy as counting 1, 2, 3! Just input your text, hit the "Detect" button, and voilà!

Requirements 🚀

Before you can launch your text into space, make sure you've got these ready:

• Python (3.6+ recommended)
• Python packages (install using pip):
  • streamlit 🚀
  • scikit-learn 🧠
  • nltk 📚
  • pillow 🖼️
  • vectorizer.pkl: Fuel for our text rocket
  • model.pkl: Navigation system (Multinomial Naive Bayes)
  • label_encoding.pkl: Translator (Label Encoder)

Launch Sequence 🚀

1. Clone the repository:

   git clone https://github.com/yourusername/language-rocket-app.git
   cd language-rocket-app
   

2. Fire up the Language App: streamlit run app.py

Demo

Language.Recognition.mp4