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--- |
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license: mit |
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--- |
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# Innovative AI Model: 10 Concepts |
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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. |
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## Concepts |
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1. **Multimodal Classification:** Classifies an image based on a text description. |
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2. **Music Generation:** Generates a simple music sequence. |
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3. **Sentiment Analysis:** Analyzes the sentiment of a given text. |
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4. **Chatbot:** A simple conversational chatbot. |
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5. **Reasoning:** Answers a question based on a given context. |
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6. **Model Interpretability:** Explains the prediction of a text classification model using LIME. |
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7. **Emotional Text-to-Speech:** Generates speech from text with a simulated emotion. |
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8. **Adaptive Soundtrack:** Generates a music sequence with a mood based on the sentiment of the input text. |
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9. **Agentic AI:** An agent that analyzes the sentiment of a text and reads it aloud with the corresponding emotion. |
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10. **Medical Imaging Analysis:** Classifies a medical image. |
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## How to Use |
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To use the model, first install the required dependencies: |
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```bash |
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pip install -r requirements.txt |
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``` |
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Then, run the `main.py` script with the concept number you want to try: |
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```bash |
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python main.py <concept_number> |
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``` |
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For example, to run the sentiment analysis concept, use the following command: |
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```bash |
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python main.py 3 |
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``` |
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