https://github.com/gopireddy99/emoji_translate_system

Emoji Translator using NLP
https://github.com/gopireddy99/emoji_translate_system

emoji emoji-unicode nlp

Last synced: 2 days ago
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Emoji Translator using NLP

• Host: GitHub
• URL: https://github.com/gopireddy99/emoji_translate_system
• Owner: gopireddy99
• License: mit
• Created: 2025-02-04T04:37:37.000Z (7 days ago)
• Default Branch: main
• Last Pushed: 2025-02-04T04:55:02.000Z (7 days ago)
• Last Synced: 2025-02-04T05:26:00.010Z (7 days ago)
• Topics: emoji, emoji-unicode, nlp
• Language: Jupyter Notebook
• Homepage:
• Size: 0 Bytes
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Emoji_Translate_System

Overview

The Emoji Translate System is an NLP-based application that converts text into emojis based on contextual meaning. This system leverages Natural Language Processing (NLP) techniques to identify key phrases and words in a sentence and map them to relevant emojis, enhancing text-based communication.

Features-- 

Text-to-Emoji Translation: Converts natural language input into appropriate emoji representations.

Context-Aware Mapping: Uses NLP techniques to analyze the context of words before translation.

Customizable Dictionary: Users can update or modify emoji mappings.

Multi-Language Support: Can be extended to support different languages.

Interactive API: Provides an API endpoint for easy integration with chat applications, messaging platforms, and social media.

Technologies Used

Python (Primary Language)

NLP Libraries: NLTK, spaCy, Hugging Face Transformers

Machine Learning: Pre-trained language models (e.g., BERT, GPT)

Flask/FastAPI (for API development)

JSON/YAML (for emoji mappings)

Jupyter Notebook (for model training and testing)