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To develop an image processing technique using Python-OpenCV. This paper aims at measuring the dimensions of moving objects in live video through a camera setup. It has two major steps in the process such as calculating ppm value using reference objects and estimating the dimensions of objects. The object detection is involved in each of the steps and it is done at every stage of the process. The proposed model aims to bring the estimation near to the accuracy of 85%. This model also detects the dimensions of objects in live videos. This is implemented using image processing techniques and Python-Open CV. This entire process of dimension measuring can be fully automated in the future.

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Measuring Dimensions of Objects Using Camera with Deep Learning

  • 会议论文

  • 发表日期：

    2025年

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  • T. Subha,
  • R. Ranjana,
  • Saikiran

摘要

To develop an image processing technique using Python-OpenCV. This paper aims at measuring the dimensions of moving objects in live video through a camera setup. It has two major steps in the process such as calculating ppm value using reference objects and estimating the dimensions of objects. The object detection is involved in each of the steps and it is done at every stage of the process. The proposed model aims to bring the estimation near to the accuracy of 85%. This model also detects the dimensions of objects in live videos. This is implemented using image processing techniques and Python-Open CV. This entire process of dimension measuring can be fully automated in the future.