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# System prepended metadata

title: DAKTMT/DATN

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# DAKTMT/DATN
### Tên đề tài:
- Tiếng Việt: Hiện thực hệ thống web server cung cấp các dịch vụ API ứng dụng Học Máy
- Tiếng Anh: Implement web server system that provides API services using Machine Learning

Ngành: KTMT/Liên ngành
Chương trình đào tạo: Chất lượng cao
Mô tả:
- Application programming interfaces (API) is the heart of digital trend. There are hundreds of APIs for finance, social, e-commerce, Blockchain etc. that cover everything we do with applications. They enable one program to access the data and services of another and provide a wealth of up-to-date information
- In this project, a web server system is implemented and it will provide API services for users to work with their raw data as a third party. One of the applications works similar to the Teachable Machine. For instance if a user needs an authentication service, they can provide images of the person, the ML model of the system can response if it is exactly that person everytime the user use the authentication service. Or if the user wants a simple weather forecast, they can provide raw weather information of humidity, temperature etc. and select the API to predict. Applications of the system include:
    - Web application where users upload raw data, select API service
    - Provide API for recognization (can be used for image data for authentication etc.)
    - Provide API to visualize and predict (can be used for statistic data)
- Some additional features might include providing the environment for the users to implement their own API, share it as an open source for the community

Nhiệm vụ:
- Research on web, server and API technologies; microservices architecture
- Research on ML technologies relating to image recognization, prediction
- Configure server that can be used in the project
- Implement web application
- Apply ML to implement API services





