Admin
Joined - December 2025
Key Features:
Multi-Language Support:
12+ Indian languages (Hindi, Bengali, Tamil, Telugu, Marathi, Gujarati, Kannada, Malayalam, Punjabi, Odia, Assamese, Urdu)
English support
Advanced GUI Features:
Modern dark/light theme toggle
Auto-translation with configurable delay
Real-time character counting
Swap source and target languages
Translation Management:
Translation history with timestamps
Copy to clipboard
Export/Import functionality
Statistics and analytics
Professional UI Elements:
Custom styling with modern colors
Progress indicators
Status bar with real-time updates
Responsive layout
Additional Features:
Menu bar with all functions
Error handling
Loading animations
Keyboard shortcuts (conceptual)
Installation Requirements:
bash
pip install pillow requests numpy
To Run:
python
python nmt_translator.py
Simulated Translation:
The application uses a simulated NMT model that demonstrates:
Realistic translation delay simulation
Sample translations for common phrases
Language detection and mapping
History tracking
Integration with Real NMT Models:
To integrate with real NMT models (like mBART, IndicTrans, or OPUS-MT), you would:
Replace the NMTModelSimulator class with actual model loading
Implement proper tokenization and inference
Add GPU support if available
Implement model caching and optimization
Get the updates.
Up to Top
Comments