Detecting Violent Content with AI: A Simple Image Analyzer Using APILayer & React

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  • MyrinNew
    Senior Member
    • Feb 2024
    • 5168

    #1

    Detecting Violent Content with AI: A Simple Image Analyzer Using APILayer & React

    🚀 Introduction

    With the rise of AI, analyzing images for violent content is now possible! I built a Violence Detection App using React.js, APILayer API, and Imgbb to help users identify potentially harmful images before sharing them online.


    👉 Live Demo


    👉 GitHub Repo



    🎯 How It Works

    1️⃣ Upload an image (or use Imgbb to generate a URL).


    2️⃣ Analyze the image using the APILayer Violence Detection API.


    3️⃣ Get a detailed risk assessment based on AI analysis.




    💡 Risk Levels:


    Safe (Very Unlikely or Unlikely to contain violence).


    ⚠️ Needs Review (Possible violence detected).


    🚨 Flagged (Likely or Highly Likely to contain violence).






    // Fetching image analysis result from APILayer
    fetch(`https://api.apilayer.com/violence_detection/url?url=${imageUrl}`, {
    method: "GET",
    headers: {
    apikey: process.env.REACT_APP_API_KEY,
    },
    })
    .then((response) => response.json())
    .then((data) => console.log(data));










    🎨 Cool Features

    Broken border design around analysis steps.

    Animated "Go Back" button for smooth user experience.

    Easy-to-use image upload system (Imgbb integration).

    Professional UI/UX with real-time analysis results.





    🖥 Building This Yourself?

    🔹 Fork the GitHub repo, add your APILayer API key, and deploy it!

    🔹 Feel free to improve or add features! Contributions welcome.





    🔥 Final Thoughts

    This project can be useful for social media platforms, parental control apps, and content moderation tools. AI-powered safety measures can help prevent exposure to harmful content online.


    💬 What do you think? Drop a comment if you have ideas for improvement! 🚀




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