Md Foysal Ahmed System design focuses on planning and structuring the system, while implementation involves coding and building the system based on the design.

Suprava Ranjan Laha Thank you. Could you please share some more details or provide resources that could help me learn detailed knowledge about it?

System design is the process of defining the architecture, interfaces, and data for a system that satisfies specific requirements. It involves creating a coherent and efficient system that meets the needs of a business or organization. When your organization determines its requirements, system design allows you to build a physical design that addresses customer needs. This encompasses everything from hardware and software to data storage and retrieval1.

System design requires a systematic approach, considering various aspects such as scalability, reliability, and performance. It involves decisions about how components interact, how data flows, and how the system handles failures. Some key concepts in system design include:

On the other hand, system implementation refers to the set of procedures performed to complete the design outlined in the approved systems design document. It involves testing, installing, and beginning to use the new or revised information system2. In essence, implementation brings the design to life, transforming it into a functional system that users can interact with.

In summary, system design focuses on creating a blueprint for a system, while implementation involves turning that blueprint into a working reality.

Md Foysal Ahmed Please find the journal “Deep learning models for real-life human activity recognition from smartphone sensor data“ or a related journal. I hope this can help you.

Asniyani NUR HAIDAR Binti Abdullah Thank you. Actually, I have been working with vision data.

Md Foysal Ahmed Yes, System design and implementation in the context of your project on creating a deep learning model for Human Activity Recognition involve several key steps:

To better understand system design and implementation for your Human Activity Recognition project, here are some resources you may find helpful:

System Design:

Implementation:

By studying these resources, you'll better understand system design principles and implementation techniques for developing your Human Activity Recognition deep learning model.

means the design of the model, and how you train and validate your model, and then test it. it also includes the data preprocessing steps and feature engineering.