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What is Edge AI? It processes AI tasks using the cloud at the location where the data is (the edge). Benefits of Edge AI: 1. Low cost 2. Real-time processing 3. High safety 4. Process optimization Feel free to contact us. Marble Inc. Embedded Product Division, Product Business Department Phone: (03) 3419-6011

This is a non-contact body temperature measurement system using a thermosensor and POSE. The hardware of this system is configured by serially connecting a thermosensor to a Raspberry Pi system. The thermosensor uses a thermographic camera module. It can detect infrared and measure the temperature at a distance. To enable automatic measurement from the perspective of infection prevention, POSE is used to determine whether the face is in front of the thermosensor. In the demo video, a disposable heat pack is used to confirm operation in the case of elevated body temperature. ■ For inquiries Marble Inc. Embedded Product Division, Product Business Department Phone: (03) 3419-6011

We developed a more flexible danger area detection system by combining object identification in images using deep learning with the aforementioned POSE. In object identification, we can pre-learn triangular cones and identify them within images. In this demo, the "red triangular cone" is considered a danger area, and when a person recognized by POSE approaches the red triangular cone, a warning is displayed on the screen. During the demo video, a red triangular cone will be added. Please note how an area that was previously safe is recognized as a danger area. ■ For inquiries Marble Inc. Embedded Product Division Product Department Phone: (03) 3419-6011

One common example of AI applications is human pose estimation, known as POSE. It infers the joint positions of people in images in real-time and displays their positions in frames. This technology is versatile and can be used for both videos and still images. ■ For inquiries Marble Inc. Embedded Products Division, Product Business Department Phone: (03) 3419-6011

This is a danger area determination system that utilizes pose recognition technology (human skeletal authentication) through deep learning. It estimates a person's position from images captured by a camera and triggers an alarm when they approach a pre-set danger area. The POSE technology can only make determinations in a plane (2D), but by also using depth estimation technology through deep learning, it has enabled determinations in three dimensions (3D). It compares the pre-set danger area with the position of a person's chest in real-time, changing the chest marker from green to red in the case of a danger area. While the area outside the door is designated as a danger zone, it is also possible to specify a certain depth, such as only when passing through the door. ■ For inquiries Marble Inc. Embedded Product Division, Product Business Department Phone: (03) 3419-6011