Typical Use Cases
Support the development of solutions utilizing Nvidia graphics processing unit (GPU) computing technology.
Especially, focus on the area of Intelligent Video Analytics (IVA) on Jetson.
Especially, focus on the area of Intelligent Video Analytics (IVA) on Jetson.
- Facial recognition and body temperature measurement at entry and exit.
- Detection of human flow lines and measurement of traffic.
- Recognition of human behavior and hand gestures with posture estimation.
Visitor retention analysis in retail shops using Edge IoT / AI
Edge IoT / AI-based in-store visitor retention analysis subsystem.
- Identifies individual visitors and tracks their location from entry to exit of the shop.
- Sends alert messages to other terminals if a visitor stays in a specific position for longer than a certain amount of time (e.g. on a clerk's smartphone or in the HQ system).
- Applicable not only in retail stores, but also in hospitals, nursing care facilities, and restaurants, among others.
Control LED lighting by posture estimation in camera images
Detects and recognizes pedestrians and seated persons from a bird’s-eye view image (camera mounted on the ceiling) and controls the LED lighting to be switched on according to the seating posture (body orientation).
- Appropriate control of lights being switched off and on as people enter and leave the room.
- Lights in front of the seated person are switched on, while lights behind them and to their side are switched off (one-unit controls eight lights).
- Transfer Learning (TL) creates a posture estimation model using bird's-eye camera images.
Anomaly detection solutions for smart factories, using edge AIoT
Utilize edge AIoT devices, data acquisition, ETL, algorithm selection and data model building can be performed automatically, enabling simple analysis without the need for a data scientist.
- Correction and standardization of missing values and outliers in input data.
- Adjustment of the set of features to be used and several algorithms to be applied.
- Training and testing each of the above algorithms to determine the optimal data model.
Temperature monitoring system during transport of cold storage and cold storage vehicles
Constructed a system to remotely monitor product temperature data to ensure “real-time temperature control” and product quality assurance.
- Receive temperature and location information transmitted from each warehouse and delivery vehicle every minute and record it in DB.
- Extract and calculate DB data and display various dashboards.
Logistical support system for field engineers using smart glasses and smartphones
System to provide remote logistical support to field engineers in the field.
- Experts in logistical support provide support as if they were in the field, using image, voice, and video sharing to solve problems.