robotics-deepbrain-experiment-1

Introduction

This project, deepbrain-experiment-1, is part of an experiment for future sustainability of human faces. It involves developing an advanced deep learning model for deep-brain robotics and creating a 2D imagination hologram experience that interacts with the brain.

Prerequisites

• Python 3.8 or higher
• Virtual environment (optional but recommended)

Installation

1. Clone the repository:

   git clone https://github.com/VishwamAI/robotics-deepbrain-experiment-1.git
   cd robotics-deepbrain-experiment-1

2. Set up a virtual environment (optional but recommended):

   python3 -m venv venv
   source venv/bin/activate

3. Install the required packages:

   pip install -r requirements.txt

Project Structure

robotics-deepbrain-experiment-1/
├── data/                   # Directory for datasets
├── models/                 # Directory for saved models
├── notebooks/              # Jupyter notebooks for exploration and experimentation
├── scripts/                # Python scripts for data processing and model training
│   ├── data_exploration.py
│   ├── data_preprocessing.py
│   ├── deep_learning_model.py
│   ├── image_processing.py
│   └── test_integration.py
├── DOCUMENTATION.md        # Detailed project documentation
├── IMPLEMENTATION_PLAN.md  # Implementation plan for the project
├── README.md               # Project overview and setup instructions
└── requirements.txt        # List of required packages

Usage

1. Data Exploration:

   python scripts/data_exploration.py

2. Data Preprocessing:

   python scripts/data_preprocessing.py

3. Train the Deep Learning Model:

   python scripts/deep_learning_model.py

4. Generate Holograms:

   python scripts/image_processing.py

5. Run Integration Tests:

   python scripts/test_integration.py

Contributing

Contributions are welcome! Please fork the repository and create a pull request with your changes.

License

This project is licensed under the MIT License.