Image recognition and image processing by "AI"
KES Artificial Intelligence 「CustumX」
Photography cooperation and comprehensive contracting from annotation to learning model generation!
Our company conducts "image recognition and image processing using AI." We provide consulting on the feasibility of utilizing AI. Image recognition is implemented and validated based on Yolo v3. In addition to generating machine learning models and deploying them on edge-side GPUs, we handle everything from shooting cooperation to annotation and the generation of learning models. 【Features】 ■ System integration utilizing image recognition ■ Consulting on the feasibility of utilizing AI ■ Image recognition implemented and validated based on Yolo v3 ■ Generation of machine learning models and deployment on edge-side GPUs ■ Comprehensive handling from shooting cooperation and annotation to the generation of learning models
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【System Construction】 ■Learning Phase 1. Shooting Support 2. Annotation 3. Learning 4. Creation of Learning Model ■Inference Phase
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■Work Process During In-Vehicle Use■ We will introduce examples of utilizing AI in vehicles. (Please watch the video) Achieving a 100% accuracy rate with AI is extremely difficult. For instance, when trying to detect a vehicle, the situation changes moment by moment on a frame-by-frame basis due to factors such as the camera's position and lighting conditions. Even when using existing publicly available learning models, unintended detection results may occur. The level of accuracy desired varies depending on the scene in which it is utilized.
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Kanazawa Engineering Systems has been an independent software house based in Kanazawa, Hokuriku, for over 30 years since its establishment in 1988, specializing in the contracted development of embedded systems/software and control systems. In recent years, leveraging its expertise in factory automation (FA) and cloud technology, the company has released its own IoT gateway product series, "KES IoT Logic," and is also engaged in the development of image recognition solutions incorporating AI technology and products based on ROS.