Movie Script Generator

This project is a Movie Script Generator built using Natural Language Processing (NLP) and Deep Learning. The model learns patterns from movie scripts and generates new, original script-like text.

Project Overview

• Text generation using Deep Learning
• Learns dialogue and storytelling patterns
• Generates movie-style scripts
• Implemented in Python using a Jupyter Notebook

How It Works

1. Movie script text data is preprocessed
2. Text is tokenized and converted into sequences
3. A neural network model is trained on the data
4. The trained model generates new script text based on a seed input

Technologies Used

• Python
• TensorFlow / Keras
• NumPy
• Natural Language Processing (NLP)

File Structure

Movie-Script-Generator/
└── movie script Generator.ipynb

Output

• Generated movie-style dialogue or script text
• Each execution produces unique output depending on the seed text

Notes

• Output quality depends on dataset size and training epochs
• Increasing training time can improve text coherence
• This project is intended for learning and experimentation

Future Improvements

• Train on larger script datasets
• Improve text coherence using advanced models
• Add scene and character-based generation

Author

Developed as a learning project in Natural Language Processing and Deep Learning.