Pose Estimation POSE Edition: Case Studies of Edge AI Development in Videos
Edge AI Development Case: Pose Estimation (POSE)
Development of edge AI utilizing popular skeletal recognition (POSE) technology in deep learning.
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
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basic information
Introducing Edge AI development examples in video What Edge AI can do: Motion Detection It detects movements and identifies people or objects while obtaining location information. Applications include detecting the movement paths of factory workers and providing warnings when approaching dangerous areas. State Recognition It judges shapes and appearances from images. This enables shape judgment during product assembly and assessing the degree of cooking in food manufacturing processes. Classification and Identification It classifies and identifies people or objects. This includes classification based on shapes and colors learned from images, as well as trend analysis using the results for parts and boxes. We are developing a demo of Edge AI based on this technology. For inquiries: Marble Inc. Embedded Product Division, Product Business Department Phone: (03) 3419-6011
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Marble Embedded Product Division provides DX solutions that support "monozukuri" (manufacturing). We are developing solutions that meet customer needs, utilizing drawing processing technology accumulated through CAD/CAM product development, along with a range of software that caters to diverse requirements for unique system development. In addition to further enhancing the functionality of the CADSUPER series of CAD and CAM products, we will continue to launch products targeting new market sectors.
