Computer vision (CV) is an evolving field in artificial intelligence (AI) expected to rival — perhaps even surpass — human visual abilities. Due to significant progress in deep learning and the growing amount of data, the modern CV is quite advanced and has a wide range of use cases.
Aside from numerous consumer and business applications, several CV use cases will play an integral role in developing smart cities. These cities must leverage the latest, most advanced technologies like the CV to promote economic growth, optimize city functions and improve the quality of life for residents and visitors.
Learn more about the benefits of CV in smart cities and five fascinating CV applications for smart city development.
As its name suggests, a smart city is "smarter" than a traditional city.
The latest technologies
Computer vision is another emerging technology expected to enter the smart city tech mix soon. City governments would recognize several benefits of adopting CV, including:
Because of these benefits, many players in the tech field are exploring computer vision. Some of the most well-known tech giants, like Intel Corporation, Alphabet, Inc. — the parent company of Google — and Meta Platforms, Inc. are
Aside from these organizations, a
Below are five exciting computer vision applications that could help transform traditional, disconnected cities into futuristic smart cities.
Bustling cities must have efficient public transportation systems for their citizens. As the world population continues to grow and people move to urban settings, the need for exceptional public transportation options becomes more apparent. It's vital to make it easy for people to commute to and from work — it can open up more employment and business creation opportunities, boosting the quality of life in the city.
CV can be a game-changer for public transportation combined with other AI systems and IoT devices. For example, it can support accident detection, improve rider safety and efficiency, achieve higher sustainability levels, and offer support for autonomous vehicles. Leaders must consider adopting and deploying computer vision if cities want to make their public transportation systems smarter.
It's no secret construction is one of the most dangerous industries operating in all areas, whether rural, suburban, or urban. Construction workers
Construction firms could
A significant challenge traditional cities face is traffic management and control. As city populations increase, road congestion may worsen, more accidents could occur and travel times and air pollution levels rise. Smart cities can use CV to mitigate these traffic issues and support intelligent traffic management.
In August of 2022, Hayden AI — a leading AI and machine learning company —
Law enforcement agencies play an integral role in city management. As stated above, computer vision would be the city's eyes, which could
However, discussions regarding CV use in law enforcement have emerged. A CV system can be biased based on race, gender, and ethnicity, especially if the system's training data is biased. Some believe any
Computer vision has numerous applications that could prove helpful for first responders. First responders like police units, firefighters, and emergency medical technicians must respond to emergencies as soon as possible to deliver life-saving assistance.
When the Surfside condominiums in Miami, Florida, collapsed in 2021, the search and response team used innovative technologies — including computer vision — in its rescue efforts. Sensing technology company Teledyne FLIR
This is not an exhaustive list of potential CV applications in smart cities. Still, they provide a glimpse into what positive impacts CV can have on these connected cities of the future.
As computer vision evolves and becomes increasingly sophisticated, more applications will emerge. Smart cities can decide which applications will best suit their citizens' needs, make worthwhile CV investments and improve the quality of life for citizens and visitors. It will be interesting to see how smart cities worldwide leverage the power of computer vision to enhance city management operations.