🤖 Film Script Generator AI

Welcome to the Film Script Generator AI! This project, developed as part of an artificial neural networks lecture, focuses on creating a natural language processing (NLP) model for generating film scripts. The aim is to explore the potential of AI algorithms in the creative process of scriptwriting within the film industry.

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🚀 Features

1. AI-Driven Script Generation

• Leverages deep learning techniques to generate film scripts.
• Integrates a natural language processing (NLP) model trained to produce realistic and logical narratives.
• Generates scripts based on input data and produces text outputs resembling professional screenwriting.

2. Realistic and Logical Narratives

• The AI model focuses on creating scripts that are:
  • Realistic - Mimicking human-written film scripts.
  • Logical - Ensuring narrative consistency and coherence.
  • Captivating - Designed to engage audiences.

3. Epoch Training Demonstration

• Includes an epoch-based training demo that showcases the model's training process.
• Allows users to observe how the AI model improves over training iterations.

4. Input and Output Integration

• Accepts input training data (text-based film scripts).
• Generates AI-driven scripts as output for evaluation.

5. Exploration of Limitations

• Evaluates the challenges of AI script generation, such as:
  • Emotional depth.
  • Creativity constraints.

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🛠️ Technologies Used

• Python - Core programming language for building the AI model.
• Natural Language Processing (NLP) - Used for training and generating scripts.
• Deep Learning - Leverages neural networks to train and produce output.
• Jupyter Notebook - For running epoch training demos.

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🎮 How to Run the Project

1. Clone the repository to your local machine:

   git clone https://github.com/FariddBayramov/film-script-generator-ai.git

2. Install required dependencies:

   pip install -r requirements.txt

3. Run the epoch training demo:

   • Open epoch_training_demo.ipynb in Jupyter Notebook.
   • Run the notebook to observe the AI model training process.

4. Execute the main script generation functions:

   python function1.py

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📂 Project Structure

FilmScriptGeneratorAI/
│
├── function1.py                      # Core script generation logic
├── convert.py                        # Data preprocessing script
├── dictionary.txt                    # Custom dictionary for NLP processing
├── 1_enc.txt / 2_enc.txt             # Encoded training data files
├── epoch_training_demo.ipynb         # Jupyter Notebook for epoch training demonstration
└── README.md                         # Project documentation

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🎯 Future Enhancements

• Improve emotional depth and creativity in script generation.
• Integrate support for training with multi-genre scripts.
• Develop a GUI interface for user-friendly input and output generation.
• Explore integration with transformer-based models like GPT for enhanced performance.

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🧑‍💻 Author

• Farid Bayramov
• GitHub: FariddBayramov

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Thank you for exploring the Film Script Generator AI! 🎬🤖 Let AI and creativity combine to craft the future of storytelling.