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KCI등재후보 학술저널

거푸집 부재 인식을 위한 인공지능 이미지 분할

Artificial Intelligence Image Segmentation for Extracting Construction Formwork Elements

  • 3

Concrete formwork is a crucial component for any construction project. Artificial intelligence offers great potential to automate formwork design by offering various design options and under different criteria depending on the requirements. This study applied image segmentation in 2D formwork drawings to extract sheathing, strut and pipe support formwork elements. The proposed artificial intelligence model can recognize, classify, and extract formwork elements from 2D CAD drawing image and training and test results confirmed the model performed very well at formwork element recognition with average precision and recall better than 80%. Recognition systems for each formwork element can be implemented later to generate 3D BIM models.

1. Introduction

2. CNN model overview

3. Formwork AI model structure

4. Result and Discussion

5. Conclusion

Acknowledgments

References

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