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Safety inspection to detect damages and faults on infrastructures using image and XAI(eXplainable Artificial Intelligence)
179 2022. 6. 21.
Summary
A Korean startup has developed a futuristic artificial intelligence software system by developing core technologies related to explainable artificial intelligence (XAI), transparent and reliable artificial intelligence Model. This system helps detect potential failures or damages of tunnels, bridges, airport and dams, the system then uses XAI to suggest better alternatives and innovative ways to fix those issues. They are looking for buyers or distributors who want to guarantee a high-security level for the tunnel to use.
Advantages and Innovations
The traditional way of examining the tunnels was mostly visual inspection and labour of using ineffective tools to examine the tunnel walls. The South Korean company built a system to use deep learning for inspection with 50% more accuracy than competitive ones and doubled the speed of traditional ways as this company’s processes are all auto leaving no room for human error. Most of the cracks are not visible by the human eye and are easily negligible. This company is the first one in Asia to minimize risks and hazards to the lowest levels by using deep learning and XAI(Explainable Artificial Intelligence). This innovation results in a 30% economical advantage over traditional ways such as visual inspection. The process uses SaaS enabling a non-face to face service delivery online, providing an end to end service completely automatically in a secure environment. The device with its drone features can be taken anywhere and deployed for instant inspection.

This makes it easy to use with no disturbance to traffic or any human fatigue. This company uses an AI and an HPC(High-Performance Computing) system that is unique to them, which is impossible for another company to build upon or copy. Though the competitors use deep learning and algorithm-based decisions, this company has their decisions provided by XAI that is reviewed a number of times by professional R&D personnel. For customers who are burdened with hardware costs of deep learning, this company provides AI-based safety inspection services for tunnel facilities and bridge facilities.

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Description
Tunnels are critical components of transportation network. To ensure the safety of citizens using tunnels for fast transportation, the tunnels need to be inspected on a regular basis to make sure there are no cracks or faults in the tunnels or systems. Normally the dangers consist of cracks, leakage, and efflorescence inside the tunnel wall. As tunnels always go very long, a few miles of these tunnels need to be inspected periodically. Traditionally labours were used for visual inspection with the help of some outdated machines. However, it took too much time and had tons of human error, and equipment failure. Moreover, those techniques even failed finding the potential failures. These old technologies and outdated machines need a much-anticipated upgrade.

This Korean company’s revolutionary technology is able to pinpoint faults and gather high-quality data and also bring meaningful decisions. Their machines have modern and advanced sensors and instruments integrated all over them. As the partner choice of the Korean government and a number of industry leaders in Korea, this company’s capabilities are unrivalled compared to manual inspection. They have a track record in critical asset management which succeeds in improving safety and efficiency. With the ability of addressing human shortfalls, this device’s relentless consistency is your solution of having a stable and reliable tunnel.
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