SmartCity consists of 50 images in total collected from ten city scenes including office entrance, sidewalk, atrium, shopping mall etc.. Unlike the existing crowd counting datasets with images of hundreds/thousands of pedestrians and nearly all the images being taken outdoors, SmartCity has few pedestrians in images and consists of both outdoor and indoor scenes: the average number of pedestrians is only 7.4 with minimum being 1 and maximum being 14.

Technology spending on smart city initiatives worldwide is forecast to more than double between 2018 and 2023, increasing from 81 billion U.S. dollars in 2018 to 189.5 billion in 2023. Smart cities use data collected through sensors to automate a range of services in order to bring about better performance, lower costs or reduced environmental impacts. A smart city is a vertical of Internet of Things (IoT) - a term used to define a network that not only connects people, but also the objects around them.

The ‘smartest’ of ‘smart’ cities    

As of 2019, Oslo, Norway was ranked as one of the smartest cities to live in with an index score of 7.63. This index was calculated by looking into different categories such as transport and mobility, sustainability, innovation economy, living standard and expert perception. The index included the provision of smart parking and mobility, recycling rates, blockchain ecosystem and other factors that improve the standard of living to give a top index score of 10. Next to Oslo is another Norwegian city Bergen, as well as Amsterdam, with index scores of 7.57 and 7.55 respectively.

According to Cognitive Market Research, the global smart cities market size is USD 552158.6 million in 2024. It will expand at a compound annual growth rate (CAGR) of 16.00% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD 220863.44 million in 2024 and will grow at a compound annual growth rate (CAGR) of 14.2% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 1656432771.08 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 126996.48 million in 2024 and will grow at a compound annual growth rate (CAGR) of 18.0% from 2024 to 2031.
Latin America had a market share for more than 5% of the global revenue with a market size of USD 27607.93 million in 2024 and will grow at a compound annual growth rate (CAGR) of 15.4% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 11043.17 million in 2024 and will grow at a compound annual growth rate (CAGR) of 15.7% from 2024 to 2031.
The smart transportation

Market Dynamics of Smart cities Market

Key Drivers for Smart cities Market

Rapid urban growth to increase the demand globally

Rapid urban growth is significantly driving the global demand for smart city solutions. As cities expand, the need for efficient management of resources and infrastructure becomes critical. This urbanization surge is accompanied by increasing populations, leading to greater strain on transportation systems, energy supplies, and public services. To address these challenges, cities worldwide are turning to smart technologies. These innovations enhance urban living by improving traffic management, reducing energy consumption, and streamlining waste disposal. Additionally, smart solutions foster economic development and environmental sustainability. By leveraging advanced technologies such as IoT and AI, urban areas can become more resilient, adaptive, and efficient. This transformation is essential for accommodating the burgeoning urban populations and ensuring sustainable growth in the future.

Policies and funding for smart city projects to propel market growth

Policies and funding for smart city projects are crucial drivers of market growth, providing the necessary framework and resources for development. Governments worldwide are recognizing the importance of smart cities in addressing urban challenges and enhancing the quality of life. By implementing supportive policies, they create an environment conducive to innovation and collaboration between public and private sectors. Significant financial investments are being directed towards infrastructure upgrades, technology deployment, and research initiatives. These funds facilitate the integration of advanced technologies such as IoT, AI, and data analytics into urban planning and management. Additionally, grants and incentives encourage businesses and startups to participate in smart city initiatives. This robust support accelerates the development and adoption of smart city solutions, driving substantial market expansion and progress.

Restraint Factor for the Smart cities Market

Challenges in ensuring different systems and technologies work seamlessly together to Limit the Sales

Ensuring different systems and technologies work seamlessly together poses significant challenges that can limit sales in the smart cities market. Interoperability issues arise due to the diverse range of technologies, platforms, and standards used in smart city solutions. These discrepancies can lead to integration difficulties, where systems fail to communicate effectively, resulting in inefficiencies and data silos. Additionally, the lack of unified standards and protocols complicates the deployment and scaling of smart solutions. This fragmentation not only increases implementation costs but also deters potential investors and city planners wary of technical complexities and risks. As a result, the market's growth is hampered by the slow adoption rate, as stakeholders seek reliable and compatible solutions to ensure seamless operation and long-term sustainability.

Impact of Covid-19 on the Smart cities Market

The COVID-19 pandemic has had a notable negative impact on the smart cities market. Economic downturns and budget reallocations have led to ...

Here are a few use cases for this project:

1. Urban Maintenance and Cleanup: City officials and maintenance crews can use Smart City 404 to prioritize areas that need attention, by identifying locations with high levels of graffiti, garbage, and cluttered sidewalks. This will help improve the cleanliness and aesthetics of the city.

2. Infrastructure Repair and Management: The model can help public works departments identify and track the repair status of potholes, unkept facades, broken signages, faded signages, and bad streetlights. By automating the identification process, city workers can effectively manage infrastructure repair and maintenance tasks.

3. Enhancing Public Safety: By identifying hazardous conditions such as sand on the road or construction zones, Smart City 404 can aid traffic management departments and emergency services to reduce the risk of accidents and improve overall safety conditions.

4. Advertisement and Signage Regulation: Smart City 404 can be employed to monitor and enforce advertisement regulations, by detecting bad billboards and signages that do not comply with city guidelines. This can ensure a harmonious visual environment and help maintain aesthetic standards in public spaces.

5. Data-driven City Planning: Urban planners and decision-makers can use insights generated by Smart City 404 to develop data-driven strategies for city development, understanding where improvements are needed most, and evaluating the impact of past and ongoing projects in real-time. This can lead to better-targeted investments and more effective use of resources.

Market Overview:

The global smart city platform market size reached US$ 30.7 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 345.8 Billion by 2032, exhibiting a growth rate (CAGR) of 29.9% during 2024-2032.

Smart cities comprise systems, such as smart lighting, building automation, security and access control, emergency management, intelligent grids, renewable power, water treatment and supply, and transportation. These systems are utilized by smart city platforms to help integrate information from these disparate systems into a unified whole and provide a holistic view of the overall performance and state of the city and its various functions. Smart city platforms can be deployed in a private, public, or hybrid cloud via a remote server or on-premises for analytics, remote asset monitoring, performance management, decision support, and presentation components.

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Smart City Platform Market Trends:

At present, there is a rise in the need for sustainable infrastructure on account of the expanding global population and rapid urbanization. This is boosting the adoption of smart cities worldwide, which, in turn, is driving the demand for smart city platforms across the globe. In line with this, governing agencies of different economies are implementing favorable policies and regulations to deploy cloud-based services and facilitate their smart city initiatives. Apart from this, the massive amounts of data generated with the rising adoption of the Internet of Things (IoT) and artificial intelligence (AI) technologies are offering lucrative opportunities for the applications of smart city platforms. These platforms provide context to convert the data generated into actionable, contextualized information that can be used to reduce energy consumption and operational costs. Furthermore, the new generation of smart city platforms offers real economic benefits and the potential to improve the quality of life of citizens while enhancing the natural environment. This is anticipated to influence the market positively in the next few years.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global smart city platform market report, along with forecasts at the global, regional and country level from 2024-2032. Our report has categorized the market based on platform type, deployment mode and application.

Breakup by Platform Type:

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• Connectivity Management Platform
• Integration Platform
• Device Management Platform
• Data Management Platform
• Security Management Platform
  

Breakup by Deployment Mode:

• On-premises
• Cloud-based
  

Breakup by Application:

• Smart Mobility/Transportation
• Smart Security
• Smart Utilities
• Smart Governance
• Smart Infrastructure
• Smart Healthcare
• Others
  

Breakup by Region:

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• North America
  • United States
  • Canada
• Asia-Pacific
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
  • Others
• Europe
  • Germany
  • France
  • United Kingdom
  • Italy
  • Spain
  • Russia
  • Others
• Latin America
  • Brazil
  • Mexico
  • Others
• Middle East and Africa
  

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being Amazon Web Services Inc. (Amazon.com Inc.), Cisco Systems Inc., Hitachi Ltd., Huawei Technologies Co. Ltd., Intel Corporation, International Business Machines Corporation, Microsoft Corporation, NEC Corporation (AT&T Inc.), Oracle Corporation, SAP SE, Siemens AG and Telefonaktiebolaget LM Ericsson.

Report Coverage:

mart city movements are growing all over the world. The un-dertaking is expected to solve a plethora of problems arising from urbanization. Indonesia is one of the countries who march toward the development of sustainable smart cities. However, before the government can start a smart city project, they need to assess the readiness of each target city. Data in this article illustrate the readiness of six major cities in Indonesia, which are Semarang, Makassar, Jakarta, Samarinda, Medan, and Surabaya. They repre-sent the four biggest islands in Indonesia. The readiness assess-ment was based on three main elements and six Smart City Pillars taken from Smart City Master Plan Preparation Guidance Book prepared by Ministry of Communication and Information Tech-nology of the Republic of Indonesia. Those elements serve as a checklist to determine the readiness of the cities. Data for quali-tative analysis were gathered through interviews and triangulated through secondary sources, such as publication from Statistics Indonesia and the assessment reports. The dataset contains in-formation on the readiness assessment is presented in this article. The indices of the six region's readiness assessment are presented in percentages.

The smart cities market size is estimated to rise from $1060 billion in 2024 to $9,575 billion by 2035, growing at a CAGR of 22.14% from 2024 to 2035.

The Smart City Market Report is Segmented by Solution (Smart Mobility Management, Smart Public Safety, Smart Healthcare, Smart Building, Smart Utilities, Smart Security, Smart Education) and by Geography (North America, Europe, Asia-Pacific, Latin America, Middle East and Africa). The Market Sizes and Forecasts are Provided in Terms of Value (USD) for all the Above Segments.

This data is a subset of the Smart City Testbed collected by Pune Smart City Development Corporation Limited (PSCDCL) and IISC, Bangalore in 2019 trying to solve simple to complex use cases using smart city testbed. This data can be used to predict the Air quality index (AQI); given the data and parameters for a particular area (e.g. Railway station) in Pune, create a model to predict Air quality index (AQI) for other areas (e.g. Bus stop, IT hubs).

This can help to improve living conditions in Pune city as part of Smart City Mission by analyzing Air Quality Index in various areas based on data attributes like atmospheric information, temperature, sound, light etc. | Variables | Description| | --- | --- | | AQI| Air Quality Index| | AQI_POLLUTANT | AQI Pollutant - PM10, PM2.5, CO, SO2, Ozone, NO2 | | CATEGORY |Category of Area | | CO_MAX| Carbon Monoxide – Max | | CO_MIN | Carbon Monoxide – Min | | CO2_MAX|Carbon Dioxide – Max | | CO2_MIN | Carbon Dioxide – Min | | HUMIDITY | Humidity in the area | | LASTUPDATEDATETIME| Last updated time for all the values | | Latitude| Latitude | | Longitude | Longitude | | LIGHT| Light | | NAME| Name of the Area | | NO_MAX | Nitrogen Monoxide Max | |NO_MIN | Nitrogen Monoxide Min | | NO2_MAX | Nitrogen Dioxide Max | | NO2_MIN | Nitrogen Dioxide Min | | OZONE_MAX | Ozon Max | | OZONE_MIN | Ozon Min | | PM10_MAX | Particulates < 10 microns Max | | PM10_MIN | Particulates < 10 microns Min | | PM2_MAX | Particulates < 2.5 microns Max | | PM2_MIN | Particulates < 2.5 microns Min | | SO2_MAX | Sulphur Dioxide Max | | SO2_MIN | Sulphur Dioxide Min | | SOUND | Sound (Noise in db) | | TEMPRATURE_MAX | Temprature Max | | TEMPRATURE_MIN | Temprature Min| | UV_MAX | UltraViolet Max | | UV_MIN | UltraViolet Min |

The projected global revenue for smart city technologies, products, and services is forecast to reach 89 billion U.S. dollars in 2023. This revenue includes all revenue that companies generate by offering technologies and products that use information and data technologies to create more value within the public city environment. This includes companies that provide the necessary infrastructure (e.g. cloud computing and connectivity technologies) for cities to be able to use these technologies. Smart home products are not included.

The projected revenue for smart city technologies, products, and services generated by companies located in Asia is forecast to reach 42.96 billion U.S. dollars in 2021. Asia is forecast to show the highest growth over the next years with smart city revenues set to almost triple from 2020 to 2025.

The revenue shonw in the statistic includes all revenue that companies generate by offering technologies and products that use information and data technologies to create more value within the public city environment. This includes companies that provide the necessary infrastructure (e.g. cloud computing and connectivity technologies) for cities to be able to use these technologies. Smart home products are not included.

Public Safety Solution For Smart City Market size was valued at USD 362.7 Billion in in 2023 and is projected to reach USD 935 Billion by 2030, growing at a CAGR of 15.3% during the forecasted period 2024 to 2030

Global Public Safety Solution For Smart City Market Drivers

Growing Urbanization: As a result of the world’s rapid urbanization, smart cities—which use cutting-edge technology to improve public safety and security—are starting to take shape. The increasing number of people living in cities is driving the need for creative answers to problems related to safety.

Technological Developments: The creation of complex public safety solutions has been made possible by developments in technologies like cloud computing, data analytics, artificial intelligence (AI), and the Internet of Things (IoT). These tools offer predictive analysis for better decision-making, enhance situational awareness, and make real-time monitoring easier.

Government Investments and programs: To strengthen public services, guarantee citizen safety, and improve urban infrastructure, governments all over the world are funding smart city programs. Public-private partnerships, grants, and funding programs facilitate the integration of public safety solutions into smart city initiatives.

Growing Threats and Security Concerns: The necessity of strong safety measures in metropolitan areas is highlighted by the rise in criminal activity, terrorist attacks, natural catastrophes, and public health issues. Solutions for public safety assist governments and law enforcement in reducing risks, handling crises skillfully, and preserving citizen welfare.

Demand for Real-time Information: Businesses and citizens alike anticipate being able to obtain alerts and information about safety and security issues in real-time. Real-time monitoring, event detection, and communication capabilities are provided by public safety systems to keep stakeholders informed and equipped to act quickly in case of an emergency.

Integration of Multiple technologies: To provide a uniform platform for all-encompassing public safety management, smart cities integrate a variety of technologies and sensors, such as video surveillance, emergency response, traffic management, and communication networks. Enhanced agency cooperation and quicker reaction times are made possible by integrated solutions.

Emphasis on Community Policing and Crime Prevention: Proactive methods to community policing and crime prevention are highlighted in public safety solutions. Law enforcement organizations may identify high-risk locations, allocate resources effectively, and connect with communities to reduce crime with the use of predictive analytics, crime mapping, and community engagement tools.

Enhanced Emergency Response: By making it possible to identify crises more quickly and accurately, to send out the right resources, and to coordinate response activities, smart city technologies enhance emergency response capabilities. Emergency response activities are streamlined by interoperable communication technologies, geolocation monitoring, and automated notifications.

Smart Infrastructure Development: Public safety capabilities are improved by the use of smart infrastructure elements including connected devices, intelligent street lighting, and smart sensors. In order to maintain safe and sustainable urban settings, these elements make data collecting, environmental monitoring, and adaptive reactions possible.

As of 2024, Seattle was rated the best prepared city in the United States for a smart city future, with an index score of 75.7. Miami and Austin followed, with 75.4 and 72.7, respectively. All the top three cities ranked best in their connectivity and infrastructure preparedness.

Global smart city platforms market size and share are projected to be worth USD 518.66 billion, growing at a CAGR of 36.60% during the forecast period.

Smart City Market Outlook

The global smart city market size was estimated at $500 billion in 2023 and is projected to reach $3 trillion by 2032, growing at a compound annual growth rate (CAGR) of 23%. This remarkable growth is driven by rapid urbanization, technological advancements, and increasing government initiatives aimed at sustainable development. The convergence of IoT, AI, and data analytics is playing a pivotal role in transforming urban landscapes into interconnected, efficient ecosystems.

One of the primary growth factors of the smart city market is the accelerated pace of urbanization. With more than half of the world’s population now residing in urban areas, cities face increasing pressure to improve infrastructure and services. Smart city technologies offer solutions for efficient resource management, enhanced public safety, and improved quality of life. The need for effective urban planning and sustainable development is pushing governments to adopt smart city initiatives at an unprecedented rate.

Advancements in technology, particularly in IoT, AI, and big data, are significantly contributing to the smart city market's expansion. IoT sensors and devices facilitate real-time data collection, enabling cities to monitor and manage resources such as water, electricity, and waste more efficiently. AI and data analytics are used to interpret this data, providing actionable insights that help in optimizing urban operations, reducing costs, and enhancing citizen services. The integration of these technologies is creating a symbiotic relationship between the digital and physical worlds, driving the evolution of smart cities.

Government support and initiatives are also major catalysts for the growth of the smart city market. Various governments around the world are investing heavily in smart city projects to address urban challenges such as traffic congestion, pollution, and energy consumption. For instance, the European Union has earmarked substantial funding for smart city projects under its Horizon 2020 program. Similarly, countries like China and India have launched extensive smart city missions aimed at transforming urban areas into technologically advanced, sustainable habitats.

Regionally, North America and Europe are leading the smart city market, owing to their advanced technological infrastructure and significant government investments. However, Asia Pacific is expected to exhibit the highest growth rate during the forecast period. Rapid urbanization, coupled with increasing government initiatives in countries like China, India, and Japan, is driving the smart city market in this region. Latin America and the Middle East & Africa are also showing promising growth, supported by improving economic conditions and increasing focus on sustainable development.

Component Analysis

The smart city market is segmented into three primary components: hardware, software, and services. Each of these components plays a crucial role in enabling and enhancing the various functionalities of a smart city. Hardware components include sensors, smart meters, and communication devices, among others. These devices are essential for collecting real-time data from various urban environments, which is then used to monitor and manage city operations.

Software solutions are integral to the smart city market as they provide the platforms and applications needed to analyze and interpret the data collected by hardware devices. These software solutions enable various functions such as traffic management, energy management, and public safety. They also offer predictive analytics capabilities, which help city administrators anticipate and mitigate potential issues before they escalate. The increasing complexity and volume of data generated by smart cities necessitate robust software solutions to manage and analyze this data effectively.

Services are another critical component of the smart city market. These include consulting services, system integration, and managed services, which are essential for the successful implementation and operation of smart city projects. Consulting services help cities identify their specific needs and design customized smart city solutions. System integration services ensure that various hardware and software components work seamlessly together, while managed services provide ongoing support and maintenance to ensure the smooth functioning of smart city systems.

The hardware segment is expected to account for a significant share of the smart city market, driv

Abstract

In 2016, the International City/County Management Association (ICMA) conducted a survey in partnership with the Smart Cities Council to learn more about the priorities and activities of U.S. local governments related to smart-city technologies. The Smart Cities Council defines smart cities as communities that use information and communication technology to enhance livability, workability, and sustainability. The results of this survey provide insight into the current use of smart city technologies in the U.S., as well as key motivators and barriers to the adoption of these solutions.

Methodology

The survey was sent on paper via postal mail to the chief administrative officers of 3,423 U.S. local governments with populations of 25,000 or greater. An online submission option was also made available to survey recipients. Responses were received from 493 of the governments surveyed, yielding a response rate of 14.4%. Cities were overrepresented among respondents while counties were underrepresented. Further, jurisdictions in the western region of the U.S. were overrepresented, while jurisdictions from the northeastern region were underrepresented. Weighting should be applied to achieve representation of the broader survey population.

Usage

Available documentation is contained in zip files labelled by survey year (see

Supporting Files). Documentation will always include the survey instrument; where available, documentation may also include codebooks and response rates.

The global smart cities market size reached US$ 1,233.7 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 4,633.9 Billion by 2032, exhibiting a growth rate (CAGR) of 15.4% during 2024-2032. The growing emergence of advanced information and communication technology (ICT), rising urbanization and population growth around the world, and favorable initiatives and funding support for infrastructure development are some of the major factors propelling the market.

IMARC Group provides an analysis of the key trends in each segment of the global smart cities market report, along with forecasts at the global and regional levels from 2024-2032. Our report has categorized the market based on smart citizen services, focus area, smart transportation, smart buildings and smart utilities.

Introduction

Smart City Statistics: Cities are hubs of activity, but as their populations grow, they face various challenges such as traffic congestion, pollution, and inadequate resource management. The solution to these problems comes in the form of "smart cities". Smart cities utilize technology to become more sustainable, efficient, and livable.

A smart city is a combination of integrated technologies such as smart homes, smart energy, smart waste management solutions, smart traffic monitoring, smart healthcare facilities, advanced educational facilities, digital libraries, technology-driven community services, and more, all connected through the Internet of Things (IoT) devices. Let's take a look at some interesting statistics that demonstrate the increasing popularity of smart cities.