HackIndia-Spark1-2025-DecentraMinds

KO | EN

gitlite — search

#javascript #python #hacktoberfest #typescript #go #android #machine-learning #deep-learning #macos #java #windows #kubernetes #vue #open-source

HackIndia-Spark1-2025-DecentraMinds

(★ 59)

This project uses AI to detect deepfakes and verify digital content (images, audio, text, and video). Results are stored on the blockchain for transparency, ensuring content integrity. Users can also mint verified content as NFTs, promoting trust in digital media.

HackIndia-Spark1-2025-DecentraMinds Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# **AI-Powered Decentralized Content Authenticity Platform**

## **Overview**
This project combines **AI** and **blockchain** to verify the authenticity of digital content (images and audio). It detects deepfakes, manipulated content, and plagiarism using AI models, stores verification results on the blockchain for transparency, and allows users to mint verified content as NFTs. Built with React, Node.js, Ethereum, and IPFS, this platform promotes trust and transparency in digital content.

---

## **Key Features**
- **AI-Powered Verification:** Detects deepfakes and  manipulated images.
- **Blockchain Storage:** Stores content hashes and verification results on the blockchain.
- **Decentralized Storage:** Uses IPFS for secure and tamper-proof content storage.
- **Token Incentives:** Users earn tokens for submitting content or contributing to the platform.
- **NFT Integration:** Mint verified content as NFTs to prove authenticity.

---

## **Tech Stack**
- **Frontend:** React.js, Tailwind CSS
- **Backend:** Node.js, Express.js
- **Blockchain:** Ethereum, Solidity, Ethers.js
- **AI Models:** TensorFlow, Hugging Face
- **Storage:** IPFS, Pinata

---

## **How It Works**
1. Users upload content (images and audio).
2. AI analyzes the content for authenticity.
3. Verification results and content hashes are stored on the blockchain.
4. Users can mint verified content as NFTs.

---

## **Installation**

### **1. Clone the Repository**
```bash
git clone https://github.com/your-username/your-repo-name.git
cd your-repo-name
```

### **2. Set Up the Backend**
1. Navigate to the backend folder:
   ```bash
   cd backend
   ```
2. Install dependencies:
   ```bash
   npm install
   ```
3. Create a `.env` file and add the following environment variables:
   ```
   INFURA_PROJECT_ID=your-infura-project-id
   PRIVATE_KEY=your-private-key
   PINATA_API_KEY=your-pinata-api-key
   PINATA_SECRET_KEY=your-pinata-secret-key
   ```
4. Start the backend server:
   ```bash
   npm start
   ```

### **3. Set Up the Frontend**
1. Navigate to the frontend folder:
   ```bash
   cd ../frontend
   ```
2. Install dependencies:
   ```bash
   npm install
   ```
3. Start the frontend development server:
   ```bash
   npm start
   ```

---

## **Usage**
1. Open the app in your browser: `http://localhost:3000`.
2. Upload content and verify its authenticity.
3. View the verification results and blockchain transactions.

---

## **Contributing**
Contributions are welcome! Follow these steps:
1. Fork the repository.
2. Create a new branch:
   ```bash
   git checkout -b feature/your-feature-name
   ```
3. Commit your changes:
   ```bash
   git commit -m 'Add some feature'
   ```
4. Push to the branch:
   ```bash
   git push origin feature/your-feature-name
   ```
5. Submit a pull request.

---

## **License**
This project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.

---

## **Acknowledgments**
- [OpenZeppelin](https://openzeppelin.com/) for smart contract templates.
- [Hugging Face](https://huggingface.co/) for pre-trained AI models.
- [Pinata](https://www.pinata.cloud/) for IPFS storage.

---

## **Contact**
For questions or feedback, contact:  
- **Your Name:** [slakshmananlm10@gmail.com](mailto:slakshmananlm10@gmail.com)  
- **GitHub:** [Lakshmanan195](https://github.com/Lakshmanan195)

---

This README file includes all necessary commands and sections, making it easy for users to set up, use, and contribute to your project.

HackIndia-Spark1-2025-DecentraMinds

HackIndia-Spark1-2025-DecentraMinds Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

HackIndia-Spark1-2025-DecentraMinds

HackIndia-Spark1-2025-DecentraMinds Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README