32.18. Tools and Platforms for AI Deployment

Try these first

1. 1.

   List two popular platforms for AI deployment in civil engineering.

   Hint

   Think of libraries that help build machine learning models.

2. 2.

   What is the purpose of Autodesk Construction IQ?

   Hint

   Consider its use in foreseeing challenges.

3. 3.

   Which of the following is a popular tool for building machine learning models?

   • Azure AI
   • OpenCV
   • TensorFlow

   Hint

   Think of the primary function of these tools.

4. 4.

   True or False: Autodesk Construction IQ is primarily an open-source platform.

   • True
   • False

   Hint

   Consider the type of licensing for this tool.

5. 5.

   Illustrate a project scenario where you would benefit from both a custom model using TensorFlow and a commercial tool like Autodesk Construction IQ. Explain the advantages of using both.

   Hint

   Think about how customization versus general tools may benefit different aspects of the project.

6. 6.

   Construct an argument for or against the statement, 'Open-source tools offer a more robust solution for civil engineering projects than proprietary tools.' Support your answer with examples.

   Hint

   Consider the implications of cost, flexibility, and specific functionalities.