Save for later
Deep Learning Applications for Computer Vision
This course can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder’s departments of Applied Mathematics, Computer Science, Information Science, and others. With performance-based admissions and no application process, the MS-DS is ideal for individuals with a broad range of undergraduate education and/or professional experience in computer science, information science, mathematics, and statistics. Learn more about the MS-DS program at https://www.coursera.org/degrees/master-of-science-data-science-boulder.
In this course, you’ll be learning about Computer Vision as a field of study and research. First we’ll be exploring several Computer Vision tasks and suggested approaches, from the classic Computer Vision perspective. Then we’ll introduce Deep Learning methods and apply them to some of the same problems. We will analyze the results and discuss advantages and drawbacks of both types of methods. We'll use tutorials to let you explore hands-on some of the modern machine learning tools and software libraries. Examples of Computer Vision tasks where Deep Learning can be applied include: image classification, image classification with localization, object detection, object segmentation, facial recognition, and activity or pose estimation.
Get a Reminder
Rating | Not enough ratings |
---|---|
Length | 6 weeks |
Effort | 6 weeks, 5-8 hours/week |
Starts | Jun 26 (46 weeks ago) |
Cost | $49 |
From | University of Colorado Boulder via Coursera |
Instructor | Ioana Fleming |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science |
Tags | Computer Science Data Science Software Development Machine Learning |
Get a Reminder
Similar Courses
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
Computer Vision Specialist $74k
Computer Vision - Engineer $76k
Computer Vision Engineer (SME) $78k
Computer Vision & 3D Perception $84k
Computer Vision Software Developer $84k
Sensors & Computer Vision Engineer $85k
Computer Scientist, Vision & Learning $88k
Computer Vision R&D Scientist $98k
Computer Vision Algorithms Engineer $100k
Applied Scientist, Computer Vision $156k
Research Scientist, Computer Vision $163k
Senior Computer Vision Scientist $187k
Write a review
Your opinion matters. Tell us what you think.
Please login to leave a review
Rating | Not enough ratings |
---|---|
Length | 6 weeks |
Effort | 6 weeks, 5-8 hours/week |
Starts | Jun 26 (46 weeks ago) |
Cost | $49 |
From | University of Colorado Boulder via Coursera |
Instructor | Ioana Fleming |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science |
Tags | Computer Science Data Science Software Development Machine Learning |
Similar Courses
Sorted by relevance
Like this course?
Here's what to do next:
- Save this course for later
- Get more details from the course provider
- Enroll in this course