cad detecting- formal Computer Vision Project

Shoukai Software

Updated 2 years ago

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views

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downloads
Classes (578)
-0.800
1.3°
1.6°
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A-GBZ1
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Lc=1000
Lc=1100
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RFZ1
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b
column
column-axis-dim
column-column-dim
column-dim
column-name
column-top-height
degree
Description

Here are a few use cases for this project:

  1. Structural Engineering Analysis: Use the "cad detecting-formal" model to identify and categorize dimensions and specifications related to structural columns, beams, and other components of building design for architects or engineers working with CAD drawings.

  2. Automatic Dimension Extraction: Utilize the model to automatically extract critical dimensions from CAD drawings and create a database of relevant specifications and values, facilitating faster and more accurate calculations for construction projects.

  3. CAD Drawing Validation: Implement the "cad detecting-formal" model as a tool for checking the correctness and consistency of CAD drawings by verifying the presence and accuracy of specified dimensions and elements.

  4. CAD Search and Classification: Improve the searchability and organization of CAD files in a database by using the model to identify and classify CAD files based on the dimensions and elements present, allowing users to quickly find the files they need for specific projects.

  5. CAD Design Optimization: Use the model to analyze the dimensions and design components within a CAD drawing, offering suggestions and solutions for optimizing structural design components (e.g., reducing materials cost or improving structural efficiency).

Supervision

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            cad-detecting-formal_dataset,
                            title = { cad detecting- formal Dataset },
                            type = { Open Source Dataset },
                            author = { Shoukai Software },
                            howpublished = { \url{ https://universe.roboflow.com/shoukai-software/cad-detecting-formal } },
                            url = { https://universe.roboflow.com/shoukai-software/cad-detecting-formal },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-12-18 },
                            }
                        
                    

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