{"id":27976424,"url":"https://github.com/atharvamulgund/ai-playground","last_synced_at":"2026-05-07T08:35:33.656Z","repository":{"id":289929102,"uuid":"972850695","full_name":"atharvamulgund/ai-playground","owner":"atharvamulgund","description":"A web app demonstrating real-time emotion detection and doodle classification using React and TensorFlow.js. 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This project demonstrates how to use **React** with **TensorFlow\\.js** for real-time emotion detection and doodle recognition. Both of these are implemented using machine learning models running directly in the browser.\n\n## 🚀 Project Overview\n\nThis repository contains two main projects:\n\n1. **Emotion Detection**: A real-time emotion detection tool that uses TensorFlow\\.js to classify emotions based on user input via webcam.\n2. **Doodle Classifier (Air Draw)**: A tool that recognizes and classifies doodles drawn by users in the browser.\n## 🖼️ Screenshots\n\u003cimg src=\"https://github.com/user-attachments/assets/a288b8ec-bfac-4bbf-bb7b-0eb17c7ebb8a\" /\u003e\n\u003cimg src=\"https://github.com/user-attachments/assets/c1dda7ba-c35b-4377-8e79-cdcd39b10f7b\" /\u003e\n\nYou can find the live demo here: [**Live Demo**](https://ai-playground-rm.web.app/)\n\n## 🛠️ Installation and Setup\n\n### Prerequisites\n\nBefore starting, ensure that you have **Node.js** and **npm** installed. You can download and install them from [Node.js](https://nodejs.org/).\n\n### Steps\n\n1. **Clone the repository:**\n\n   ```bash\n   git clone https://github.com/atharvamulgund/ai-playground.git\n   cd ai-playground\n   ```\n\n2. **Install the dependencies:**\n\n   ```bash\n   npm install\n   ```\n\n3. **Run the application locally:**\n\n   ```bash\n   npm start\n   ```\n\n   This will start the development server and open the app in your browser (usually at `http://localhost:3000`).\n\n### 🌐 Deploying\n\nFor deploying to a hosting service like Firebase or Netlify, follow the instructions in the respective deployment guides:\n\n* **Firebase Hosting**: [Firebase Hosting Docs](https://firebase.google.com/docs/hosting)\n* **Netlify**: [Netlify Docs](https://docs.netlify.com/)\n\n## 🔧 Features\n\n* **Real-time Emotion Detection**: Using TensorFlow\\.js, this feature captures emotions in real-time via webcam.\n* **Doodle Classification (Air Draw)**: This feature allows users to draw simple doodles, which are classified by a TensorFlow\\.js model.\n\n\n### 💬 Contribution\n\nFeel free to fork the repository, create a pull request with any improvements or fixes, and share your feedback!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fatharvamulgund%2Fai-playground","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fatharvamulgund%2Fai-playground","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fatharvamulgund%2Fai-playground/lists"}