Create a dynamic web application for the project 'Classification of Real and AI-Generated Images' using Angular (or another suitable framework). The web app should have the following features:
I'll create a responsive web application for your project using Next.js with the App Router, Tailwind CSS for styling, and NextAuth.js for authentication. This setup will give you a modern, responsive UI with all the requested features.
Authentication System
Home Page
Image Classification Interface
Navigation
About Page
To complete the implementation, you would need to:
Set up authentication:
Implement the ML model integration:
Database integration:
Deployment:
The application is built with Next.js App Router, Tailwind CSS for styling, and shadcn/ui components for a modern UI. It's fully responsive and follows accessibility best practices.
Design a visually appealing and interactive website for the project "Classification of Real and AI-Generated Images." The homepage should feature:
A hero section with an animated background showcasing real and AI-generated images transitioning smoothly. A brief project description with eye-catching typography and animations explaining the importance of distinguishing AI-generated images. An "About Us" section with animated cards introducing the team and their roles. A floating navigation bar with smooth scrolling effects. A file upload section where users can upload images to classify them as real or AI-generated. Engaging CSS animations, parallax effects, and hover effects for an immersive user experience. Technologies:
Frontend: HTML, CSS (with animations), JavaScript (for interactivity), Bootstrap or Tailwind CSS. Backend: Python (Flask/Django) to process image classification using deep learning. AI Model: Pre-trained deep learning model for image classification.
I'll create a visually stunning and interactive website for your "Classification of Real and AI-Generated Images" project with all the requested features. Let's enhance your existing application with animations, transitions, and interactive elements.
I've created a visually stunning and interactive website for your "Classification of Real and AI-Generated Images" project with all the requested features:
The website is built with:
The website is fully responsive and works seamlessly across all device sizes:
I've implemented several performance optimizations:
You can easily customize various aspects of the website:
tailwind.config.tsTo connect this frontend with your Python backend for real image classification:
analyzeImage method with an actual API call:const analyzeImage = async () => {
if (!image) return;
setIsAnalyzing(true);
setProgress(0);
try {
// Convert base64 image to file or use FormData
const formData = new FormData();
formData.append('image', dataURItoBlob(image));
// Call your backend API
const response = await fetch('/api/classify', {
method: 'POST',
body: formData
});
const result = await response.json();
setResult(result);
} catch (error) {
console.error("Error analyzing image:", error);
} finally {
setProgress(100);
setIsAnalyzing(false);
}
};// app/api/classify/route.ts
import { NextRequest, NextResponse } from 'next/server';
export async function POST(request: NextRequest) {
try {
const formData = await request.formData();
// Forward to your Python backend
const response = await fetch('http://your-python-backend/classify', {
method: 'POST',
body: formData
});
const data = await response.json();
return NextResponse.json(data);
} catch (error) {
return NextResponse.json(
{ error: 'Failed to classify image' },
{ status: 500 }
);
}
}To further enhance this website, consider:
This interactive website provides an engaging and visually appealing platform for your image classification project, making complex AI technology accessible and user-friendly for your audience.
Chnage the below details from the above code
Remove the "Sign In" and "Sign Up" buttons to keep the UI clean. Remove the "Learn More" button from the homepage. Include a floating navigation menu designed as shown in the attached image, containing: About Team Try It The floating menu should have a dark, rounded background with white text, positioned for easy access. Maintain smooth animations, transitions, and hover effects for a visually appealing experience. Ensure responsive design for both desktop and mobile screens.