Course Name: Deep Learning for Computer Vision

Course abstract

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.


Course Instructor

Media Object

Prof. Vineeth N Balasubramanian

Vineeth N Balasubramanian is an Associate Professor in the Department of Computer Science and Engineering at the Indian Institute of Technology, Hyderabad (IIT-H), as well as serves as the Head of the Department of Artificial Intelligence at IIT-H. His research interests include deep learning, machine learning, and computer vision. His research has been published at premier peer-reviewed venues including ICML, CVPR, ICCV, KDD, ICDM, IEEE TPAMI and ACM MM. His PhD dissertation at Arizona State University on the Conformal Predictions framework was nominated for the Outstanding PhD Dissertation at the Department of Computer Science. He is an active reviewer/contributor at many conferences such as NeurIPS, CVPR, ICCV, AAAI, IJCAI, ACM MM with a recent award as an Outstanding Reviewer at CVPR 2019, as well as journals including IEEE TPAMI, IEEE TNNLS, JMLR and Machine Learning. He currently serves as the Secretary of the AAAI India Chapter. For more details, please see https://iith.ac.in/~vineethnb/.

Teaching Assistant(s)

No teaching assistant data available for this course yet
 Course Duration : Jul-Oct 2021

  View Course

 Syllabus

 Enrollment : 20-May-2021 to 02-Aug-2021

 Exam registration : 17-Jun-2021 to 17-Sep-2021

 Exam Date : 24-Oct-2021

Enrolled

6424

Registered

208

Certificate Eligible

69

Certified Category Count

Gold

1

Silver

15

Elite

27

Successfully completed

26

Participation

65

Success

Elite

Silver

Gold





Legend

AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75 AND FINAL SCORE >=40
BASED ON THE FINAL SCORE, Certificate criteria will be as below:
>=90 - Elite + Gold
75-89 -Elite + Silver
>=60 - Elite
40-59 - Successfully Completed

Final Score Calculation Logic

  • Assignment Score = 15% weightage: Weekly quizzes (best 8 of 12) and 10% weightage: Programming assignments (best 3 of 6)
  • Final Score(Score on Certificate)= 75% of Exam Score + 25% of Assignment Score
    Note: A1-A12 - Weekly quizzes A13-A18 - Programming assignments Note : We have taken best assignment score from both July 2020 and july 2021 courses
Deep Learning for Computer Vision - Toppers list

APOORVA SRIVASTAVA 99%

International Institute of Information Technology

RIJUL SINGH 87%

MURALI KRISHNA K N 86%

JIBIN B THOMAS 84%

NATIONAL INSTITUTE OF TECHNOLOGY CALICUT

POOJA SUBRAMANIAM 84%

SASTRA DEEMED TO BE UNIVERSITY

Enrollment Statistics

Total Enrollment: 6424

Registration Statistics

Total Registration : 208

Assignment Statistics




Assignment

Exam score

Final score

Score Distribution Graph - Legend

Assignment Score: Distribution of average scores garnered by students per assignment.
Exam Score : Distribution of the final exam score of students.
Final Score : Distribution of the combined score of assignments and final exam, based on the score logic.