Description: The ImageComparer Web App is a full-stack web application built using the following technologies: HTML, CSS, Node.js, Express.js, EJS, and an external API. The main objective of this project is to provide users with a platform to compare the similarity between two images and obtain a similarity score.
Key Features:
- User-friendly interface: The web app has an intuitive and visually appealing user interface, allowing users to easily interact with the application.
- Image upload: Users can upload two images through a form on the web app.
- Image similarity analysis: The uploaded images are processed using an external API, specifically the DeepAI API, to calculate the similarity score between the two images.
- Score display: The similarity score is presented to the user in a clear and understandable format.
- Multiple file upload support: The web app supports simultaneous upload of two images for comparison.
- Real-time processing: The image similarity analysis is performed asynchronously, ensuring a smooth user experience.
- Scalability: The project is built using a scalable architecture, allowing for future enhancements and additional features.
Tech Stack:
- Front-end: HTML, CSS
- Back-end: Node.js, Express.js
- Template Engine: EJS (Embedded JavaScript)
- File Upload: Multer
- External API: DeepAI API
How to Use:
- Access the web app: Open a web browser and navigate to the URL where the web app is hosted.
- Upload images: Use the provided form to upload two images for comparison. Ensure that the images are in a supported format.
- Processing: The web app will process the uploaded images using the DeepAI API to calculate the similarity score.
- View results: Once the processing is complete, the similarity score will be displayed on the screen, providing an insight into the similarity between the two images.
Future Enhancements:
- User authentication: Implement user authentication and authorization to secure the web app and allow personalized experiences.
- Image gallery: Introduce a feature to store and manage uploaded images, enabling users to view their previously uploaded images.
- Image metadata: Extract and display additional information about the uploaded images, such as dimensions, file size, and EXIF data.
- Improved UI/UX: Enhance the user interface and experience with more interactive elements, animations, and responsiveness.
- Error handling: Implement robust error handling mechanisms to provide informative error messages and handle various edge cases.
- Performance optimization: Optimize the application's performance by implementing caching mechanisms and optimizing API requests.
Overall, the ImageComparer Score Web App demonstrates the ability to develop a full-stack web application using modern technologies and showcases skills in front-end design, back-end development, API integration, and data processing.
Some Screenshots of the App:
