Maitland City Council has people counters deployed in certain locations of the local government area. Data in this dashboard is derived from Meshed nCounter devices. The nCounters generate data by counting the number of Wi-Fi signals emitted by non-identifiable mobile devices within a specified proximity and performing certain filtering and processing. No individuals are identified. Data in this dataset can be visualised on the People Counting dashboard.

People Count

## Overview

People Count is a dataset for object detection tasks - it contains Human Above annotations for 523 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

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People Counting System Market Size 2024-2028

The people counting system market size is forecast to increase by USD 897.4 million at a CAGR of 11.38% between 2023 and 2028. The market's growth depends on several factors, including the increasing developments in the market, the accelerated technological advancements in the retail sector, and the increasing use of analytics. People counting systems are comprised of individual counter systems that measure the number and direction of people traversing any entry or channel per unit of time. This gadget is commonly used at building entrances to track the overall number of tourists. People counting methods are used in a variety of industries, such as BFSI, transportation, and healthcare. This market research and growth report includes key market drivers, trends, and challenges during the forecasted period.

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In today's business environment, the need for accurate people counting has become essential for various industries such as retail, healthcare, and education. The market is witnessing significant growth due to the increasing demand for efficient crowd management and data analysis. This technology uses advanced computer vision algorithms and sensors to count the number of people entering and exiting a specific area in real-time. The data obtained from these systems can be used for inventory management, staff planning, and customer analytics.

The retail sector is a major consumer of these systems, as it helps in optimizing store operations, improving customer experience, and enhancing overall sales. The market is expected to continue its growth trajectory in the coming years, driven by the increasing adoption of technology and the need for data-driven decision-making.

Market Segmentation

The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

Type

  Bidirectional
  Unidirectional


Technology

  Video-based technology
  Infrared beam
  Thermal imaging
  Others


Application

  Hardware
  Software


Geography

  North America

    Canada
    US


  APAC

    China
    Japan


  Europe

    Germany


  Middle East and Africa



  South America

By Type Insights

The bidirectional segment is estimated to witness significant growth during the forecast period. The market is experiencing substantial growth in the bidirectional segment, surpassing the dual-band extender segment. This trend is driven by the retail industry's increasing demand for higher accuracy in bidirectional systems over unidirectional ones. Bidirectional systems offer valuable advantages, including retail analytics, queue management, staff optimization, and space utilization. These systems enable real-time data collection on visitor count, direction, and floor or zone occupancy in retail stores, shopping malls, supermarkets, transportation facilities, and urban areas.

Additionally, technical developments and product launches in bidirectional systems facilitate shopper-to-staff ratio optimization, staff planning, and profitability enhancement. Product restocking and production volume adjustments are also facilitated by real-time data. Trade disruptions and spending habits analysis are additional benefits for various sectors, including retail, transportation, and production industries. WiFi integration further enhances system functionality.

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The bidirectional segment accounted for USD 471.55 million in 2018 and showed a gradual increase during the forecast period.

Regional Insights

North America is estimated to contribute 33% to the growth of the global market during the forecast period. Technavio's analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

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The market in North America is projected to expand due to the retail industry's technological advancements in the US and Canada. Real-time data from retail stores and shopping malls, stadiums, banks, and amusement parks drive profitability. Key players, including InfraRed Integrated Systems, RetailNext, and Teledyne, spearhead innovation. Retail intelligence from shopper counts influences production volume, staff planning, and space utilization. Urbanization and transportation facilities, such as airports, train stations, and supermarkets, necessitate visitor count solutions. Product launch and restocking, spending habits, and staff optimization are crucial factors. Technical developments and trade disruptions impact market growth. WiFi technology enhances system functionality.

Our researchers analyzed the data with 2023 as the base

The Report Covers Global People Counting Software Market Share and is Segmented by Type (Hardware, Software & Services), Application (Hospitality, Retail, Transportation, BFSI, Sports & Entertainment), and Geography.

As of February 2025, there were 5.56 billion internet users worldwide, which amounted to 67.9 percent of the global population. Of this total, 5.24 billion, or 63.9 percent of the world's population, were social media users. Global internet usage Connecting billions of people worldwide, the internet is a core pillar of the modern information society. Northern Europe ranked first among worldwide regions by the share of the population using the internet in 2024. In The Netherlands, Norway and Saudi Arabia, 99 percent of the population used the internet as of April 2024. North Korea was at the opposite end of the spectrum, with virtually no internet usage penetration among the general population, ranking last worldwide. Asia was home to the largest number of online users worldwide – over 2.93 billion at the latest count. Europe ranked second, with around 750 million internet users. China, India, and the United States rank ahead of other countries worldwide by the number of internet users. Worldwide internet user demographics As of 2023, the share of female internet users worldwide was 65 percent, five percent less than that of men. Gender disparity in internet usage was bigger in the Arab States and Africa, with around a ten percent difference. Worldwide regions, like the Commonwealth of Independent States and Europe, showed a smaller gender gap. As of 2023, global internet usage was higher among individuals between 15 and 24 years across all regions, with young people in Europe representing the most significant usage penetration, 98 percent. In comparison, the worldwide average for the age group 15–24 years was 79 percent. The income level of the countries was also an essential factor for internet access, as 93 percent of the population of the countries with high income reportedly used the internet, as opposed to only 27 percent of the low-income markets.

Crowd Counting Dataset

The dataset includes images featuring crowds of people ranging from 0 to 5000 individuals. The dataset includes a diverse range of scenes and scenarios, capturing crowds in various settings. Each image in the dataset is accompanied by a corresponding JSON file containing detailed labeling information for each person in the crowd for crowd count and classification.

Types of crowds in the dataset: 0-1000, 1000-2000, 2000-3000, 3000-4000 and 4000-5000

This… See the full description on the dataset page: https://huggingface.co/datasets/TrainingDataPro/crowd-counting-dataset.

The global people counting system market was valued at USD 912.3 million in 2021 and is expected to grow at a CAGR of 9.5% during the forecast period.

Explore the People Counting System Global Market Report 2025 Market trends! Covers key players, growth rate 15.9% CAGR, market size $3.83 Billion, and forecasts to 2033. Get insights now!

The statistic shows the development of the world population from 1950 to 2050. The world population was around 7.38 billion people in 2015.

The global population

As shown above, the total number of people living on Earth has more than doubled since the 1950s, and continues to increase. A look at the development of the world population since the beginning of the Common Era shows that such a surge in numbers is unprecedented. The first significant rise in population occurred during the 14th century, after the Black Death had killed approximately 25 million people worldwide. Subsequently, the global population increased slowly but steadily until it reached record numbers between 1950 and 2000.

The majority of the global population lives on the Asian continent, as a statistic of the world population by continent shows. In around 100 years, it is estimated that population levels on the African continent will have reached similar levels to those we see in Asia today. As for a forecast of the development of the world population, the figures are estimated to have reached more than 10 billion by the 22nd century.

Growing population numbers pose an increasing risk to the planet, since rocketing numbers equal increased consumption of food and resources. Scientists worry that natural resources, such as oil, and food resources will become scarce, endangering the human race and, even more so, the world’s ecosystem. Nowadays, the number of undernourished / starving people worldwide has decreased slightly, but forecasts paint a darker picture.

Introduction

California Health and Human Services (CalHHS) single and multi-program participation counts with demographics by year and geography, both the Annual (cumulative) and July (point in time) files. The data dictionary for each file is loaded as a resource within the CSV preview page.

Background

The CalHHS Program Data and Dashboard contain participation data related to seven California Health & Human Services agency programs: CalWORKs, CalFresh, In-Home Supportive Services, Foster Care, Medi-Cal (California Medicaid), Women, Infants, & Children, and Developmental Services. Users are able to view these data at the county level or by legislative district level (U.S. Congress, State Assembly, State Senate). Statistics on persons served, persons per case, average grant amount, and basic demographics are presented in both tabular spreadsheets and customizable visualizations by program. In addition to presenting statistics for each program separately, the dashboard also provides data on the number of individuals participating in more than one program at the same time in a given district or county.

Methodology

The Children's Data Network has prepared a methodology document for the process involved in creating this data. If you would like to review the methodology used, please click the link below to visit the CalHHS Records Reconciliation Methodology. https://data.chhs.ca.gov/pages/calhhs-program-counts-methodology

The global people counting system market size is expected to reach USD 1,938.5 Million by 2030 according to a new study by Polaris Market Research.

The Gridded Population of the World, Version 3 (GPWv3): Population Density Grid consists of estimates of human population for the years 1990, 1995, and 2000 by 2.5 arc-minute grid cells and associated data sets dated circa 2000. A proportional allocation gridding algorithm, utilizing more than 300,000 national and sub-national administrative Units, is used to assign population values to grid cells. The population density grids are derived by dividing the population count grids by the land area grid and represent persons per square kilometer. The grids are available in various GIS-compatible data formats and geographic extents (global, continent [Antarctica not included], and country levels). GPWv3 is produced by the Columbia University Center for International Earth Science Information Network (CIESIN) in collaboration with Centro Internacional de Agricultura Tropical (CIAT).

Until the 1800s, population growth was incredibly slow on a global level. The global population was estimated to have been around 188 million people in the year 1CE, and did not reach one billion until around 1803. However, since the 1800s, a phenomenon known as the demographic transition has seen population growth skyrocket, reaching eight billion people in 2023, and this is expected to peak at over 10 billion in the 2080s.

Chart and table of World population from 1950 to 2025. United Nations projections are also included through the year 2100.

People Counting System Market size was valued at USD 943.76 Million in 2024 and is projected to reach USD 1763.72 Million by 2031, growing at a CAGR of 8.13% during the forecast period 2024-2031.

Global People Counting System Market Drivers

Retail Industry: Retailers use people counting systems to optimize store layout, staffing, and inventory management.
Public Spaces: Public spaces like airports, stadiums, and malls use people counting to manage crowds and improve safety.
Office Buildings: Businesses use people counting to monitor occupancy rates and optimize energy consumption.

Global People Counting System Market Restraints

High Initial Investment: The installation and maintenance of people counting systems can be expensive.
Accuracy Concerns: Ensuring accurate and reliable counting can be challenging, especially in crowded or high-traffic areas.

The market size of the People Counting Solution Market is categorized based on Application (Hospitality, Retail, Transportation, Bfsi, Sports & Entertainment, Other) and Product (Hardware, Software & Services) and geographical regions (North America, Europe, Asia-Pacific, South America, and Middle-East and Africa).

This report provides insights into the market size and forecasts the value of the market, expressed in USD million, across these defined segments.

The size and share of the market is categorized based on Application (Foot traffic analysis, Customer behavior, Building management, Marketing insights) and Products (Infrared sensors, Video-based systems, Laser-based systems, People counting software) and geographical regions (North America, Europe, Asia-Pacific, South America, and Middle-East and Africa).

Over the past 23 years, there were constantly more men than women living on the planet. Of the 8.06 billion people living on the Earth in 2023, 4.05 billion were men and 4.01 billion were women. One-quarter of the world's total population in 2024 was below 15 years.

The Human Mortality Database (HMD) was created to provide detailed mortality and population data to researchers, students, journalists, policy analysts, and others interested in the history of human longevity. The project began as an outgrowth of earlier projects in the Department of Demography at the University of California, Berkeley, USA, and at the Max Planck Institute for Demographic Research in Rostock, Germany (see history). It is the work of two teams of researchers in the USA and Germany (see research teams), with the help of financial backers and scientific collaborators from around the world (see acknowledgements).

The French Institute for Demographic Studies (INED) has also supported the further development of the database in recent years.

The size and share of the market is categorized based on Application (Hospitality, Retail, Transportation, Bfsi, Sports & Entertainment, Other) and Product (Hardware, Software & Services) and geographical regions (North America, Europe, Asia-Pacific, South America, and Middle-East and Africa).