CM 63700: Computer Vision Application For Smart Infrastructure Management

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This graduate-level course is for students who major in Construction Management Technology, Construction Engineering and Management, Civil Engineering, and other related majors in the architecture, engineering, and construction domain. Computer vision (CV) technology can play a critical role in constructing and managing built environments (infrastructure systems and facilities). It promises to become even more critical in the next few decades as technologies are more efficient and effective for infrastructure inspection and maintenance. The CV technologies include the principles and utilization of object detection, action recognition, and 3D reconstruction technologies. This course will offer the students the advanced knowledge and ability to come up with a solution for infrastructure and facility management challenges by evaluating current computer vision technologies. After this course, the students can evaluate appropriate computer vision algorithms and develop frameworks for various infrastructure management problems by creating their own training data sets and models.

Course CM 637 from Purdue University - West Lafayette.