Courses of Study 2020-2021 
    
    Jan 18, 2021  
Courses of Study 2020-2021
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CS 6644 - [Recognizing and Modeling the World]


     
Fall. Not offered: 2020-2021. Next offered: 2022-2023. 3 credits. Letter grades only.

Prerequisite: CS 4620 /CS 5620  or CS 4670 /CS 5670  or equivalent course and permission of instructor.

Staff.

There has been an explosion of visual content, images and video, captured by novices and professionals alike, and shared on community photo collections. With recent deep learning methods, these large collections of visual data are being leveraged to recognize shapes, materials, and lighting, and activities in the world. We study modern approaches to understanding and constructing comprehensive visual models of the world.
The course will cover among other topics, deep learning for image classification, recognition and semantic segmentation of objects and materials; and reconstruction of geometry, material, and lighting.



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