Welcome to the AI Pet repository! This project aims to create a virtual pet powered by AI technologies. The pet can detect its owner using facenet_pytorch, detect the owner's emotions with deepface, and communicate with the owner using dialoGPT.
- Owner Detection: The AI pet can recognize its owner's face using the
facenet_pytorchlibrary. This technology utilizes neural network models to analyze facial features and compare them with a known dataset to authenticate the owner. - Emotion Detection: Using
deepface, the pet can detect the owner's emotions, allowing for more personalized interactions. The AI pet assesses facial expressions in real-time to infer emotional states, ensuring that responses are empathetically aligned with how the owner feels. - Communication: The pet can engage in conversations with the owner using
dialoGPT, providing a unique and interactive experience. This conversational model is fine-tuned to the context of the interaction, incorporating the owner's emotional state to deliver a pet-like communication experience.
The AI Pet employs a sophisticated system architecture, integrating various AI technologies to create a seamless and intuitive user experience.
The repository includes a web app built with Streamlit, providing a user-friendly interface for interacting with the AI pet. The web app orchestrates the interactivity between the AI modules, manages data, and presents the user interface for live interactions.
The interaction flow is designed to be engaging and intuitive:
- The user is initially authenticated using facial recognition.
- Upon successful authentication, the AI pet begins a chat session where it can communicate and respond based on the detected emotions.
- The chat interface includes a history view, displaying past interactions and emotional responses.
To experience the AI pet, follow these steps:
- Clone the repository to your local machine.
- Install the required libraries using
pip install -r requirements.txt. - Run the web app using
streamlit run AI_Pet_Webapp.py.
Contributions are welcome! If you have any ideas for improving the AI pet, feel free to fork this repository, create a feature branch, and submit a pull request with your enhancements.