Merge branch 'main' of https://github.com/fatimaazfar/EpiDetect

Author: fatimaazfar

.github/workflows/node.js.yml

@@ -0,0 +1,31 @@
+# This workflow will do a clean installation of node dependencies, cache/restore them, build the source code and run tests across different versions of node
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-nodejs
+
+name: Node.js CI
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        node-version: [14.x, 16.x, 18.x]
+        # See supported Node.js release schedule at https://nodejs.org/en/about/releases/
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Use Node.js ${{ matrix.node-version }}
+      uses: actions/setup-node@v3
+      with:
+        node-version: ${{ matrix.node-version }}
+        cache: 'npm'
+    - run: npm ci
+    - run: npm run build --if-present
+    - run: npm test

.github/workflows/webpack.yml

@@ -0,0 +1,28 @@
+name: NodeJS with Webpack
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        node-version: [14.x, 16.x, 18.x]
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Use Node.js ${{ matrix.node-version }}
+      uses: actions/setup-node@v3
+      with:
+        node-version: ${{ matrix.node-version }}
+
+    - name: Build
+      run: |
+        npm install
+        npx webpack

README.md

@@ -1 +1,126 @@
-# EpiDetect
+# EpiDetect
+
+EpiDetect is a web application developed using the MERN stack, designed to predict skin diseases from images captured using your web camera. It uses a fine-tuned ResNet50 model for accurate skin disease detection. The application also supports document upload and summarization with a Q&A chat feature, providing comprehensive functionality for users.
+
+## Features
+
+- **User Profile Management**: Users can view and update their profile information.
+- **Skin Disease Prediction**: Upload or capture images using the web camera to predict skin diseases.
+- **Dashboard**: Access different functionalities from a central dashboard.
+- **Blog Creation**: Users can create and manage their blog posts.
+- **Contact Form**: Users can send messages through the contact form.
+- **Prediction Records**: View and download prediction records in PDF format.
+
+## Screenshots
+
+### User Profile
+![User Profile](./path_to_your_image/Screenshot 2024-06-07 175359.png)
+
+### Predict Skin Disease
+![Predict Skin Disease](./path_to_your_image/Screenshot 2024-06-07 175417.png)
+
+### Contact Us
+![Contact Us](./path_to_your_image/Screenshot 2024-06-07 175530.png)
+
+### Dashboard
+![Dashboard](./path_to_your_image/Screenshot 2024-06-07 175542.png)
+
+### Prediction Records
+![Prediction Records](./path_to_your_image/Screenshot 2024-06-07 175600.png)
+
+### Create Blog Post
+![Create Blog Post](./path_to_your_image/Screenshot 2024-06-07 175612.png)
+
+### Login
+![Login](./path_to_your_image/Screenshot 2024-06-07 175638.png)
+
+## Technology Stack
+
+- **Frontend**: React.js, HTML, CSS
+- **Backend**: Node.js, Express.js
+- **Database**: MongoDB
+- **Machine Learning**: Python, TensorFlow, Keras (ResNet50 model)
+- **Other Tools**: JWT for authentication, multer for file uploads
+
+## Setup Instructions
+
+### Prerequisites
+
+- Node.js
+- MongoDB
+- Python
+- TensorFlow and Keras
+
+### Installation
+
+1. Clone the repository:
+    ```sh
+    git clone https://github.com/fatimaazfar/EpiDetect.git
+    ```
+
+2. Navigate to the project directory:
+    ```sh
+    cd EpiDetect
+    ```
+
+3. Install backend dependencies:
+    ```sh
+    cd backend
+    npm install
+    ```
+
+4. Install frontend dependencies:
+    ```sh
+    cd ../frontend
+    npm install
+    ```
+
+5. Set up environment variables for backend:
+    - Create a `.env` file in the `backend` directory.
+    - Add the following environment variables:
+      ```env
+      MONGO_URI=your_mongodb_connection_string
+      JWT_SECRET=your_jwt_secret
+      ```
+
+6. Run the backend server:
+    ```sh
+    cd ../backend
+    npm start
+    ```
+
+7. Run the frontend server:
+    ```sh
+    cd ../frontend
+    npm start
+    ```
+
+8. Access the application at `http://localhost:3000`.
+
+## Usage
+
+1. **User Registration and Login**: Register a new account or login with existing credentials.
+2. **Profile Management**: View and update your profile information.
+3. **Skin Disease Prediction**:
+   - Navigate to the `Predict` page.
+   - Upload an image or capture one using your web camera.
+   - Click on `Predict` to get the prediction results.
+4. **Document Upload and Summarization**:
+   - Navigate to the `Dashboard`.
+   - Use the document upload feature to upload PDF documents.
+   - Get summaries and ask questions based on the document content.
+5. **Blog Creation**: Navigate to the `Create Blog` page to create and manage your blog posts.
+6. **Contact Us**: Use the contact form to send messages.
+7. **Prediction Records**: View and download your prediction records in PDF format.
+
+## Contributing
+
+Contributions are welcome! Please fork the repository and submit a pull request for any improvements or bug fixes.
+
+## License
+
+This project is licensed under the MIT License. See the [LICENSE](./LICENSE) file for details.
+
+## Contact
+
+For any inquiries, please contact Fatima Azfar at [email protected].