Robotics & Machine Learning Daily News2024,Issue(Jun.25) :85-85.

Study Results from Penza State Technological University in the Area of Artificia l Intelligence Published (Matching visually observed 3D model to original refere nce object)

彭扎州立理工大学人工智能领域研究成果发表(视觉观察三维模型与原始参考对象匹配)

Robotics & Machine Learning Daily News2024,Issue(Jun.25) :85-85.

Study Results from Penza State Technological University in the Area of Artificia l Intelligence Published (Matching visually observed 3D model to original refere nce object)

彭扎州立理工大学人工智能领域研究成果发表(视觉观察三维模型与原始参考对象匹配)

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摘要

由一名新闻记者-机器人与机器学习每日新闻编辑-调查人员讨论人工智能的新发现。根据NewsRx记者从彭扎州立理工大学的新闻报道,研究表明,“在开发视觉环境模拟器或热成像仪模拟器时,在评估工程结构外观时遇到的挑战之一是需要确保所开发的参考物体的3D模型与原始3D物体的对应。”新闻记者从彭扎国立技术大学的研究中获得了一句话:“由于建立一个完整的模型目前是不切实际的,评估标准是基于形成人类观察者在其职业活动中所必需的认知模型的特定成分的一致性。研究表明,为了应对这一挑战,建议选择人工智能方法之一,将评价所开发的三维模型的任务委托给它,并将“三维模型外观是否满足客户要求”的决策过程中的主观性降至最低。本文提出在ChatG PT中使用演绎推理来评估三维模型外观是否符合特定要求。通过将模型表示为不完全序列,并根据人类得出的结论评估完成这些模型的能力,所提出的方法包括根据人类从提供的信息中得出逻辑结论的场景来解决问题。然后将ChatGPT应用于处理所给出的结论序列,并进行了比较分析,以确定ChatGPT在多大程度上展示了导出推理,以及它与人类演绎模型的一致性。

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Investigators discuss new findings in artificial intelligence. According to news reporting from Penza State Technologi cal University by NewsRx journalists, research stated, "In the development of a visual environment simulator or a thermal imager simulator, one of the challenge s encountered when assessing the external appearance of engineering structures i s the need to ensure the correspondence of the developed 3D model of a reference object to the original 3D object." The news journalists obtained a quote from the research from Penza State Technol ogical University: "Since creating a complete model is currently impractical, th e criterion for assessment is based on the conformity of forming specified compo nents of the cognitive model of a human observer necessary in their professional activities. Research has shown that to address this challenge, it is advisable to choose one of the artificial intelligence methods to entrust it with the task of evaluating the developed 3D model and minimize the subjectivity in the decis ion-making process of ‘whether the external appearance of the 3D model meets the client's requirements.' The article proposes using deductive reasoning in ChatG PT to assess the conformity of the external appearance of a 3D model to a specif ied 3D object by representing the model as incomplete sequences and evaluating i ts ability to complete them in accordance with conclusions made by humans. The s uggested approach involves solving the problem based on scenarios where humans f ormulate logical conclusions from provided information, followed by the applicat ion of ChatGPT in processing the presented sequences of conclusions. A comparati ve analysis is presented to determine the extent to which ChatGPT demonstrates d eductive reasoning and how closely it aligns with human deductive models."

Key words

Penza State Technological University/Ar tificial Intelligence/Emerging Technologies/Machine Learning

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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