AI-powered People Counting Solutions for Retail & Smart Buildings

X-Dynamics combines AI algorithms with iToF depth sensing to deliver accurate, privacy-conscious people counting and customer-flow analytics for retail, commercial and public environments.

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Problems with Traditional People Counting

Limited Counting Accuracy

Manual counting and basic sensors can produce errors during busy periods or when multiple people pass together.

Sensitive to Lighting Conditions

RGB cameras can be affected by shadows, glare, darkness and changing environmental light.

Crowding and Occlusion

Overlapping people and crowded entrances make individual detection and direction tracking more difficult.

Privacy and Data Limitations

RGB cameras capture identifiable images, while basic sensors provide only basic entry and exit counts.

X-dynamics VS Traditional RGB

X-dynamics iToF depth-sensing technology detecting and counting people in a commercial environment

X-dynamics People Counting

  • Directly obtain depth information, output depth, grayscale & point cloud images
  • Simple algorithm & fast response time
  • Achieves an accuracy rate of up to 98%
  • Minimally affected by environmental conditions, even in dark
  • Effectively eliminates non-human interfering objects, such as shadows, backpacks, and colors
Traditional RGB surveillance camera detecting pedestrians for people counting in a commercial passage

Traditional RGB

  • Obtain plane information instead of depth data
  • Unable to perform secondary development
  • Low accuracy & easily affected by environmental conditions
  • Easily influenced by non-human objects such as shadows, backpacks, and colors
  • Lacks privacy protection, limiting its use in the international market

Our Solution-More Than Counting People

X-dynamics uses 3D iToF depth sensing and self-developed counting algorithms to transform pedestrian movement into useful customer-flow data. The solution supports entry and exit statistics, dwell-time analysis, heat maps and real-time data transmission.

Customer Flow Analytics

Measure entry and exit traffic and review visitor trends across monitored entrances and passages.

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Dwell Time Detection

Analyze how long visitors remain in selected areas to better understand customer interest and space usage.

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Multi-Zone Analytics

Create virtual zones to compare traffic distribution, activity and dwell patterns across monitored areas.

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Anonymous Detection

No facial recognition is required. People are analyzed as anonymous 3D depth targets, supporting privacy-conscious system design.

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API Integration

Transmit people-counting data through supported HTTP(S), MQTT(S) and API interfaces for connection with third-party CMS or BI platforms.

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Heat Map Analysis

Visualize visitor movement and activity to identify high-traffic zones, improve space planning and operational efficiency.

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Core Technology

AI + 3D iToF + Depth Sensing

Active 3D Sensing

The iToF sensor emits modulated infrared light and measures the reflected signal from people and surrounding objects.

Precise Depth Mapping

Distance information is calculated for each point in the monitored area, creating a real-time 3D depth map of the scene.

AI Detection and Tracking

Self-developed calibration and counting algorithms identify individual targets and track their movement across virtual lines and zones.

Anonymous Flow Analytics

Movement is converted into entry and exit counts, flow direction, dwell-time and zone-based analytics without requiring facial identification.

Technology Advantages

High Counting Accuracy

The X-D535 Series provides a published counting accuracy of ≥98% under applicable conditions.

Privacy-Conscious by Design

Anonymous depth analysis enables people counting without facial recognition or identifiable imagery.

Reliable in Complex Environments

Active depth sensing supports stable detection in low light and changing conditions.

Real-Time Data Integration

HTTP(S), MQTT(S) and APIs enable easy connection with third-party management platforms.

APPLICATIONS

People Counting Applications

Shopping Malls & Stores

Get precise insights into customer flow, optimize layout, and understand peak hours.

Office & Corridor

Monitor traffic flow, manage occupancy levels, and improve corridor safety and overall space utilization.

Public Transportation

Analyze passenger volume, optimize schedules, and enhance passenger experience.

Metro

Track passenger flow, monitor platform capacity, and optimize station operations during peak travel hours.

Intelligent Building

Enhance security and efficiency, optimize space allocation, and improve building management.

Intelligent Services

Integrate with smart building systems to improve security, efficiency, and visitor experience.

Products X-D535 Series

View Specifications
X-D535L and X-D535H 3D ToF people counting camera on a white background
  • Up to 98% accuracy rate
  • Compact & easy to install
  • Support deep development
  • Stable & cost-effective
  • Privacy friendly
  • Support custom in and out detection line, enable bidirectional line statistics

People Counting

Real-time online statistics of passenger count with accuracy exceeding 98%.

Bothway Statistics

Entry/exit judgment based on passenger movement and direction, offering granular insights.

Privacy Protection

3D cameras output depth images and point cloud images instead of RGB images, ensuring privacy.

Trailing Warning

Monitors the number of people in a specified area to prevent overcrowding and ensure safety.

Access Method

Network topology diagram showing multiple X-Dynamics 3D cameras connected to a local computer and cloud platform through a LAN

Method 1

Suitable for individual businesses households requires small quantity devices.
You can configure and manage a single product or browse it’s data on the web UI configuration management page delivered with the product.

Method 2

Suitable for clients requires large quantity devices or secondary development.
Through the TCP protocol of the passenger counter, it achieves batch management or data collection of products.

Case Study-Application Success Stories

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People-counting analysis in a European shopping mall using 3D sensing technology

European Shopping Mall

A European shopping mall needed more timely and reliable customer-flow information to support its digital transformation and operational planning.

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Retail Chain Traffic Analytics

3D people counting and occupancy analytics help retailers understand traffic patterns, optimize staffing and connect data with existing business platforms.

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Smart Restroom Monitoring

Real-time visitor and occupancy data enables demand-based cleaning alerts, better resource planning and more efficient facility operations.

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Public Transportation

Reliable boarding and alighting statistics support route planning, fleet allocation and consistent passenger monitoring across day and night.

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Explore Our All Products Portfolio

  • X-D535L and X-D535H 3D ToF people counting camera on a white background
    X-D535L and X-D535H 3D ToF people counting camera for occupancy and traffic analytics.
  • X-D400 compact 3D iToF depth camera on a white background
    X-D400 compact 3D iToF depth camera for depth sensing and 3D vision integration.
  • X-D500 industrial 3D iToF depth camera on a white background
    X-D500 industrial 3D iToF depth camera for machine vision and automation integration.
  • X-D1000 industrial 3D iToF depth camera with dual optical windows on white
    X-D1000 industrial 3D iToF depth camera for depth sensing and 3D vision applications.
  • X-D1100 industrial 3D iToF depth camera on a white background
    X-D1100 industrial 3D iToF depth camera for industrial sensing and vision integration.
  • X-D450 embedded 3D iToF camera module with ribbon cable on white
    X-D450 embedded 3D iToF camera module for compact vision system integration.
  • XD-S20 compact dToF laser rangefinder module on a white background
    XD-S20 compact dToF laser rangefinder module for distance-sensing integration.
  • XD-S40 dToF laser rangefinder module with optical sensor and PCB on white
    XD-S40 dToF laser rangefinder module for compact distance-sensing systems.
  • XD-S200S compact dToF laser rangefinder module on a white background
    XD-S200S compact dToF laser rangefinder module for distance measurement integration.
  • XD-S700 dToF laser rangefinder module on a white background
    XD-S700 dToF laser rangefinder module for optical distance-sensing integration.
  • XD-S1000 dToF laser rangefinder module with dual optical windows on white
    XD-S1000 dToF laser rangefinder module for distance-sensing applications.
  • XD-S1500 compact dToF laser rangefinder module on a white background
    XD-S1500 compact dToF laser rangefinder module for optical distance measurement.
  • XD-S2000 compact dToF laser rangefinder module on a white background
    XD-S2000 compact dToF laser rangefinder module for distance-sensing integration.

Get in Touch with Our 3D Sensing Experts

Tell us about your application requirements. Our engineering team will help you find the right sensing solution.

Ready to Start Your Own Project​ ?

Contact us today to start your journey towards growth and innovation.

Project Inquiry

Tell us your application, technical requirements, or project needs. Our team will recommend suitable products and integration options.

Address:

6F, Building C2, Wuhan Future Science and Technology City, No.999 Gaoxin Blvd, Wuhan, Hubei 430205, China.