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[Data Science Case] Detection of Overhead Wire Anomalies Using Deep Learning

[Data Science Case] Detection of Overhead Wire Anomalies Using Deep Learning

Examples of data science utilization in the construction and social infrastructure sector! Case study on improving inspection efficiency.

We will introduce a case study of improvement in abnormal detection of overhead wires using deep learning. At Tokyo Electric Power Grid, the inspection and maintenance of overhead wires involved humans visually identifying abnormalities from aerial footage. The visual inspection process required the aerial video to be played back at one-tenth speed for manual checking, which was very costly and also had issues with accuracy due to potential oversights leading to missed detections. To address this, a model was developed using deep learning to determine abnormalities and normal conditions from image data. By quantifying and visualizing the "abnormality" of the overhead wires, AI was able to identify areas that required human visual confirmation, thereby achieving a reduction in the costs associated with visual inspections.

  • 企業：TDSE
  • 価格：Other
  • Other Software
  • Image Analysis Solutions

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[Data] IoT Platform 'Iroato' Use Cases, New Topics

[Data] IoT Platform 'Iroato' Use Cases, New Topics

Recognize multiple "people" and "objects" from a distance! We will introduce many use cases.

This document introduces use cases and new topics related to the IoT platform "Iroato," which utilizes Chameleon Code. "Chameleon Code" is a next-generation color barcode technology based on cyan, magenta, yellow, and black, featuring non-contact image analysis capabilities that allow for high-speed and high-precision recognition of multiple codes. "Iroato" is a solution that uses Chameleon Code along with network cameras and camera-equipped tablets to individually recognize workers at job sites and visualize the on-site conditions. It also includes a list of features and system requirements. We encourage you to read it. [Contents (excerpt)] ■ Features of Chameleon Code ■ Chameleon Code Benchmarking ■ Introduction of "Iroato" use cases - Human Management - - Location management, access control - Image of the on-site environment - Sample screen (location management) *For more details, please refer to the PDF document or feel free to contact us.

  • IoT
  • Image Analysis Solutions

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Image Analysis AI Solution "Mimamori AI: Duranta"

Image Analysis AI Solution "Mimamori AI: Duranta"

Image analysis AI solution utilizing surveillance camera footage!

"Monitoring AI: Duranta" is an image analysis AI solution that accurately detects falls, white canes, wheelchairs, lingering individuals, intrusions, and more from surveillance camera footage, supporting operational efficiency and safety improvements. We have packaged commonly used features according to the usage environment. It can be utilized in either an AI server configuration or an edge AI camera configuration. Please feel free to contact us if you have any inquiries. 【Three Packages】 ■ Safety Work Package ■ Home Monitoring Package ■ Store Monitoring Package *For more details, please download the PDF or contact us.

  • Security cameras and surveillance systems
  • Image Analysis Solutions

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