SMARTIZE is a national urban safety monitoring system. The system recognizes faces and vehicles, detects pedestrian violations, and helps maintain public order in real time. It analyzes a person’s gender, age, clothing, as well as the model and color of vehicles, and monitors pedestrians crossing on red lights. All data is stored in a database and is available for analysis and prompt response.
Defining goals, studying the audience, forming requirements and setting tasks. This helps to understand what the business needs and what results are expected.
Creating the solution architecture, thinking through user scenarios, interfaces and logic. At this stage the 'framework' of the future product is formed.
Programming the server and client parts, connecting databases, integrating with external services. This is where the idea turns into a working product.
Checking functionality, performance, compatibility and security. Fixing bugs before the product reaches users.
Deploying the product (for example, publishing in stores or launching on servers), configuring the environment and starting marketing or internal processes.
Updating functionality, adapting to new business tasks, fixing bugs and keeping the product up-to-date.
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