Gradio Masterclass

Welcome to Gradio Masterclass! 🚀 This repository is dedicated to teaching Gradio, an open-source Python library that makes it easy to build and share machine learning applications with a simple UI. Whether you're a beginner or an experienced ML practitioner, this masterclass will help you understand and implement Gradio effectively.

📌 Repository Overview

This repository covers:

• 📖 Introduction to Gradio
• 🛠 Building Interactive UIs for ML Models
• 🔄 Gradio Components & Customization
• 🚀 Deploying Gradio Apps
• 🏗 Advanced Use Cases

🚀 Getting Started

1️⃣ Installation

Ensure you have Python 3.7+ installed. Clone the repository and install dependencies:

git clone https://github.com/saadsalmanakram/Gradio-Masterclass.git
cd Gradio-Masterclass
pip install -r requirements.txt

Or install Gradio directly:

pip install gradio

2️⃣ Running Your First Gradio App

Create a simple app.py file:

import gradio as gr

def greet(name):
    return f"Hello, {name}! Welcome to Gradio Masterclass!"

demo = gr.Interface(fn=greet, inputs="text", outputs="text")
demo.launch()

Run the script:

python app.py

You’ll see a link to an interactive UI! 🎉

📚 Learning Modules

1️⃣ Introduction to Gradio

• Basics of Gradio
• Why use Gradio for ML applications?

2️⃣ Core Gradio Components

• gr.Interface
• gr.Blocks
• gradio.inputs & gradio.outputs

3️⃣ Building ML Demos with Gradio

• Deploying NLP models
• Image classification demos
• Audio processing with Gradio

4️⃣ Customization & Styling

• Changing themes and layouts
• Adding custom CSS
• Using JavaScript callbacks

5️⃣ Deploying Gradio Apps

• Hosting on Hugging Face Spaces
• Deploying with Flask/FastAPI
• Using Docker for deployment

📂 Example Projects

✅ Image Classification - Deploying a ResNet model with Gradio ✅ Chatbot with Hugging Face API - Using Gradio for chatbot UI ✅ QR Code Generator - Interactive QR code generation with qrcode library

🌟 Contribution Guidelines

We welcome contributions! 🚀 To contribute:

1. Fork the repository
2. Create a new branch (feature-xyz)
3. Commit your changes
4. Open a Pull Request (PR)

📜 License

This project is licensed under the MIT License.

📞 Contact & Support

For queries, reach out to me on:

• GitHub: Saad Salman Akram
• LinkedIn: Saad Salman Akram
• Email: [email protected]

Happy Coding! 🚀