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Deep Learning for Computer Vision by NPTEL

Deep Learning for Computer Vision by NPTEL

Offered by Indian Institute of Technology Hyderabad and NPTEL

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Completion of a basic course in Machine Learning, Deep Learning, Knowledge of basics in probability, linear algebra, and calculus

Course Highlights

  • Offered by IIT Hyderabad

  • Final score comprises of 25% of average of best 8 assignments and 75% of the proctored certification exam score out of 100

  • Enrollments start from 20 July 2020 | Course conducted by Prof. Vineeth N Balasubramanian (IIT Hyderabad alumni)

  • Enroll for free | Pay for Certification Examination

Duration: 84 Days

Mode of learning: Online Classroom

Course Overview

More about this course
  • The automatic analysis and understanding of images and videos, a field called Computer Vision, occupies significant importance in applications including security, healthcare, entertainment, mobility, etc. The recent success of deep learning methods has revolutionized the field of computer vision, making new developments increasingly closer to deployment that benefits end users. This course will introduce the students to traditional computer vision topics, before presenting deep learning methods for computer vision. The course will cover basics as well as recent advancements in these areas, which will help the student learn the basics as well as become proficient in applying these methods to real-world applications. The course assumes that the student has already completed a full course in machine learning, as well as a full course in deep learning, and will build on these topics focusing on computer vision.

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