innovative-ai-model

Innovative AI Model: 10 Concepts

This repository contains an innovative AI model that merges 10 different concepts to showcase the power and versatility of modern AI. Each concept is implemented as a separate Python script, and a unified interface is provided to run them.

Concepts

1. Multimodal Classification: Classifies an image based on a text description.
2. Music Generation: Generates a simple music sequence.
3. Sentiment Analysis: Analyzes the sentiment of a given text.
4. Chatbot: A simple conversational chatbot.
5. Reasoning: Answers a question based on a given context.
6. Model Interpretability: Explains the prediction of a text classification model using LIME.
7. Emotional Text-to-Speech: Generates speech from text with a simulated emotion.
8. Adaptive Soundtrack: Generates a music sequence with a mood based on the sentiment of the input text.
9. Agentic AI: An agent that analyzes the sentiment of a text and reads it aloud with the corresponding emotion.
10. Medical Imaging Analysis: Classifies a medical image.

How to Use

To use the model, first install the required dependencies:

pip install -r requirements.txt

Then, run the main.py script with the concept number you want to try:

python main.py <concept_number>

For example, to run the sentiment analysis concept, use the following command:

python main.py 3