Field Test Using Edge AI Cameras for Human Flow Data Measurement at “Hoshiten Qlay”
- We measure pedestrian traffic using compact, low-power edge-AI cameras jointly developed with Acculus Inc.
- Through this field test, we aim to identify challenges in human flow measurement functionality and work toward its improvement.
- This project is carried out with full consideration for the privacy of the individuals being measured (pedestrians).
1.Overview of the Field Test
(1)Measurement Location
Measurements are carried out at six locations within the D & E Zone (Floor map) on the west side of Tennocho Station, part of the “Hoshiten Qlay” facility.“Hoshiten Qlay” utilizes approximately 1.4 km of space beneath the elevated tracks between Hoshikawa Station and Tennocho Station on the Sotetsu Main Line.
“Hoshiten Qlay” is a development project that promotes urban revitalization by integrating the previously divided northern and southern areas centered around the station the space beneath the elevated tracks. This project aims to enhance the convenience of the entire Hoshikawa Station area while fostering community engagement and vibrancy.

(2)Measurement Period
From Friday, December 22, 2023, to Monday, December 29, 2025
Device operation check: From Monday, December 18, 2023, to Friday, December 22, 2023
Please note that measurements may be temporarily suspended during the period for maintenance.
Depending on the condition of the measurement equipment, nearby facilities, or weather, the schedule may be shortened or canceled.
(3)Measurement Method
The measurement is carried out using the edge AI camera “Mini Watt Vision”, jointly developed with Acculus Inc.This compact camera detects people at high speed using a dedicated proprietary IC based on captured images.By analyzing the detection results over time, human flow is measured.The system counts the number and direction of people crossing a pre-defined measurement line.Although the camera captures low-resolution images in the measurement system, all image data is deleted completely after the human flow analysis is finished.

2.Participating Companies in the Field Test
The companies participating in this project (collaborating companies for the joint field test) are listed in the table below.
| Company |
Role in the Field Test |
| Sotetsu Urban Creates Co., Ltd. |
Provision of the Field Test Site and Support for Operational Management |
| Sotetsu Building Management Co. Ltd. |
Provision of the Field Test Site and Support for Operational Management |
| Acculus, Inc. |
Software Development for Measurement and Operational Management |
| Software Development for Measurement and Operational Management |
Hardware Development for Measurement and Support for Installation and Operational Management |
3.Handling of Personal Information
In this field test, image data captured by the camera is not stored or shared with any third party.
The measurement results do not include any content that reveals personal characteristics or appearance, nor any information that could lead to the identification of individuals.
Furthermore, no personally identifiable information is collected or used during this field test.
