AR, Generative ML in construction and fire asset inspections 2023

English: The current state of Augmented Reality (AR) in the construction industry worldwide is witnessing rapid growth and adoption. Countries like Saudi Arabia are actively embracing AR technologies to enhance construction processes, with firms like ‘mixpace’ making significant strides. Similarly, Japan and South Korea are also at the forefront of AR integration in construction, leveraging advanced AR tools and applications to improve project efficiency and accuracy. This global trend highlights the industry’s recognition of AR’s potential to revolutionize construction practices.

Japanese: 建設業界における拡張現実(AR)の現状は、急速な成長と採用を見ています。サウジアラビアなどの国々は、’mixpace’のような企業を含め、AR技術を積極的に取り入れ、建設プロセスを向上させています。同様に、日本と韓国も建設業界でAR統合の最前線に立ち、プロジェクトの効率と精度向上のために高度なARツールとアプリケーションを活用しています。この世界的なトレンドは、ARが建設プラクティスを革命化する潜在力を業界が認識していることを示しています。

Korean: 세계 건설 산업의 증강 현실(AR) 현황은 급속한 성장과 수용을 목격하고 있습니다. 사우디 아라비아와 같은 국가들은 ‘mixpace’와 같은 기업을 포함하여 AR 기술을 적극적으로 채택하여 건설 과정을 향상시키고 있습니다. 비슷하게 일본과 대한민국도 건설에서 고급 AR 도구와 응용 프로그램을 활용하여 프로젝트 효율성과 정확성을 향상시키기 위해 선도적인 역할을 하고 있습니다. 이러한 글로벌 트렌드는 건설 분야에서 AR의 잠재력을 현업이 인식하고 있다는 것을 강조합니다.

xyz goggles https://www.xyzreality.com/

What is happening in Asia with AR in construction ?

Other companies: Argyle, Gamma AR , Autodesk

Datasets

Recogntion of Doors

Classification of fire doors in 2d images.

Recognition of Fire Doors n images and videos

modifications of 3d objects
https://ashmrz.github.io/WatchYourSteps/

Generative AI in AR

Gen 2 Fire footage pack - used to genete videos of fire , overappd on exisitg bitmaps or 3d models.

Comparison of XYZ Reality ATOM (2020) headset with Apple Vision Pro (2023) and Meta Quest 3.

Datasets with construction pointclouds: SHREC, ScanNet, s3DIS, Tu-BERLIN, Standfod 3d semantic parsing, Matterport, ShapeNet, ModelNet40

Other papers: https://github.com/zhulf0804/3D-PointCloud

Matterport/Meta dataset of over 1000 interior pointclouds

Matterport dataset, 2020 Textured 3d mesh scanns, RGB panoramas and object instances.

AR seems to find traction in East Asia (China, Taiwan, Korea, Japan)

Japanese, already implementing variety of AR tools 'mixpace' in construction. 
Screen from PRETIA.com 

日本では、建設業界でさまざまなARツール「mixpace」がすでに導入されています。PRETIA.comからの画面です。

Chinese are particularly active in Computer science working for companies, univeristies abroad or based in the mainlad:
https://zhuanlan.zhihu.com/p/549890744
https://hyper.ai/area/%E4%B8%89%E7%BB%B4%E9%87%8D%E5%BB%BA1
https://hyper.ai/datasets/5225 2


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    该数据集由普林斯顿大学计算机系和麻省理工学院联合发布,主要发布人有 Xingyuan Sun、Jiajun Wu、Xiuming Zhang、Zhoutong Zhang、Chengkai Zhang、Tianfan Xue、Joshua B. Tenenbaum 和 William T. Freeman。 ↩︎

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