ProtoPNet

Stage 1: Web Page Design

Website Requirements Analysis:

1. Space for user image upload,
2. Prediction output display,
3. User rating of predictions.

Defined Functions for the Website:

• @GetMapping("/") showRate
• @GetMapping("/api/getImages") getImages
• @PostMapping("/api/rateImage") rateImage

Interface Design:

User uploads an image, and the server sends predictions while also collecting user feedback.

Stage 2: Implementation of the Website

Technology Selection:

• Model - Python,
• API - Java, Spring Boot,
• Frontend - HTML, CSS, JavaScript

Stage 3: Implementation of the Interface

1. Python script development for models,
2. Code development for the user interface,
3. Addition of a form for image upload,
4. Addition of a form for receiving feedback,
5. API development.

Stage 4: Testing and Optimization

Unit Testing:

• Testing user interaction on various browsers,
• Verification of data transmission correctness and response reception.

Optimization:

• Model and API code optimization for better performance.

Stage 5: Deployment

Website Deployment:

• Hosting the website on a server.

Server Configuration:

• Configuring the server for secure communication.

Stage 6: Documentation

User Guide:

• Preparing instructions for users on how to use the interface.

Technical Documentation:

• Creating technical documentation for the website.

Stage 7: Project Conclusion

Final Review:

• Final tests and adjustments,
• Meeting with the Project Supervisor to present results.

Technical Support:

• Preparing a technical support plan for users.

Start

Configure application.properties.