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Deep Learning For Computer Vision

Lecture 5: image segmentation, lecture 5: image segmentation #.

deep learning for computer vision nptel assignment answers 2022

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NPTEL: Exam Registration is open now for July 2023 courses!

Dear Candidate,

Here is a golden opportunity for those who had previously enrolled in this course during the July 2022 semester, but could not participate in the exams or were absent/did not pass the exam for this course. This course is being reoffered in July 2023 and we are giving you another chance to write the exam in October 2023 and obtain a certificate based on NPTEL norms. Do not let go of this unique opportunity to earn a certificate from the IITs/IISc.

IMPORTANT instructions for learners - Please read this carefully  

1. The exam date for this course: Oct 28, 2023

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Please fill the exam form using the same Enrolled email id & make fee payment via the form, as before.

3. Choose from the Cities where exam will be conducted: Exam Cities

4. You DO NOT have to re-enroll in the courses. 

5. You DO NOT have to resubmit Assignments OR participate in the non-proctored programming exams(if applicable) in the previous semester

6. If you do enroll in the July 2023 course, we will take the best average assignment scores/non-proctored programming exam(if applicable) score across the two semesters.

Please check once if you have >= 40/100  in average assignment score and also participated and satisfied the criteria in the non-proctored programming exams(if applicable) that were conducted in July 2022 to become eligible for the e-certificate, wherever applicable.

If not, please submit assignments again in the July 2023 course and also participate in the non-proctored programming exams(if applicable) to become eligible for the e-certificate.

We will not be having new assignments or unproctored exams(if applicable) in the previous semester's ( July 2022 ) course. 

RECOMMENDATION: If you want to take new assignments and an unproctored exam(if applicable) or brush up on your lessons for the exam, please enroll in the July 2023 course.

Click here to enroll in the current course, links are provided corresponding to the course name.

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If you register for the exam and pay before Aug 14, 2023, 5:00 PM, Exam fees will be Rs. 1000/- per exam .

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The hall ticket will be available for download tentatively by 2 weeks prior to the exam date. We will confirm the same through an announcement once it is published. 

13. FOR CANDIDATES WHO WOULD LIKE TO WRITE MORE THAN 1 COURSE EXAM:- you can add or delete courses and pay separately – till the date when the exam form closes. Same day of exam – you can write exams for 2 courses in the 2 sessions. Same exam center will be allocated for both the sessions. 

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Thank you for learning with NPTEL!!

Dear Learner, Thank you for taking the course with NPTEL!! Hope you enjoyed the journey with us. The results for this course have been published and we are closing this course now.  You will still have access to the contents and assignments of this course, if you click on the course name from the " Mycourses " tab on swayam.gov.in. For any further queries please write to [email protected] . - Team NPTEL

Deep Learning for Computer Vision : Result Published!!

Dear Candidate, The exam scores and E Certificates have been released for October 2022 Exam(s). Step 1 - Are the results of my courses released? Please check the Results published courses list in the below links.:- October 2022 Exam - Click here Step 2 - How to check Results? Please login to internalapp.nptel.ac.in/ . and check your exam results. Use the same login credentials as used to register to the exam. What's next? Please read the pass criteria carefully and check against what you have gotten. If you still have any issues, please report the same here. internalapp.nptel.ac.in/ . We will reply within a week. Last date to report queries: 3 days within publishing of scores. Note : Hard copies of certificates will not be dispatched. The duration shown in the certificate will be based on the timeline of offering of the course in 2022, irrespective of which Assignment score that will be considered. Thanks and Best wishes. NPTEL Team

Deep Learning for Computer Vision : Final Feedback Form!!

Dear student, We are glad that you have attended the NPTEL online certification course. We hope you found the NPTEL Online course useful and have started using NPTEL extensively. In this regard, we would like to have feedback from you regarding our course and whether there are any improvements, you would like to suggest.   We are enclosing an online feedback form and would request you to spare some of your valuable time to input your observations. Your esteemed input will help us in serving you better. The link to give your feedback is: https://docs.google.com/forms/d/1ejMqlqB_9mdtJpnqAYYU0LcwG0DNA5HwqwMOZWjdaKI/viewform We thank you for your valuable time and feedback. Thanks & Regards, -NPTEL Team

October 2022 NPTEL Exams - Hall Tickets Released!

***THIS IS APPLICABLE ONLY FOR EXAM REGISTERED CANDIDATES*** Dear Candidate, Your Hall Ticket / admit card for the NPTEL Exam(s) in October, 2022 has been released. Please login to https://internalapp.nptel.ac.in/ using your exam registered email id and download your hall ticket. Note:  Requests for changes in exam city, exam center, exam date, session, or course will NOT be entertained. Please write to [email protected] for any further queries. All the best for your exams! Warm Regards NPTEL Team

Deep Learning for Computer Vision: Assignment 12 Solution Released!!!

Dear Participants, The Solutions of  Week 12  for the course "Deep Learning for Computer Vision" have been released in the portal. Please go through the solution and in case of any doubt post your queries in the forum. Assignment 12 Solution Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=129&lesson=194 Happy Learning! Thanks & Regards, NPTEL Team

Deep Learning for Computer Vision : Problem solving Session Reminder!!

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: October 18, 2022 - Tuesday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/hvi-pfqh-npq Happy Learning. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: October 15, 2022 - Saturday Time: 03.00 PM - 04.00 PM Link to join:  https://meet.google.com/vrr-sqek-dte Happy Learning. -NPTEL Team

Exam Format - Oct 30, 2022

Dear Candidate, ****This is applicable only for the exam registered candidates**** Type of exam will be available in the list: Click Here You will have to appear at the allotted exam center and produce your Hall ticket and Government Photo Identification Card (Example: Driving License, Passport, PAN card, Voter ID, Aadhaar-ID with your Name, date of birth, photograph and signature) for verification and take the exam in person.  You can find the final allotted exam center details in the hall ticket. The hall ticket is yet to be released.  We will notify the same through email and SMS. Type of exam: Computer based exam (Please check in the above list corresponding to your course name) The questions will be on the computer and the answers will have to be entered on the computer; type of questions may include multiple choice questions, fill in the blanks, essay-type answers, etc. Type of exam: Paper and pen Exam  (Please check in the above list corresponding to your course name) The questions will be on the computer. You will have to write your answers on sheets of paper and submit the answer sheets. Papers will be sent to the faculty for evaluation. On-Screen Calculator Demo Link: Kindly use the below link to get an idea of how the On-screen calculator will work during the exam. https://tcsion.com/ OnlineAssessment/ ScientificCalculator/ Calculator.html NOTE: Physical calculators are not allowed inside the exam hall. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: October 14, 2022 - Friday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/gkz-mtam-jkc Happy Learning. -NPTEL Team

Survey on Problem Solving sessions - Deep Learning for Computer Vision ( noc22-cs76 )

Dear Learners, We would like to know if the expectations with which you attended this problem solving session are being met and hence please do take 2 minutes to fill out our feedback form. It would help us tremendously in gauging the learner experience. Here is the link to the form: https://docs.google.com/forms/d/1YA8vMRR7wKHLMc0-PjD6BT4sM71ewbr3sWGAF5wB5qc/viewform You can find the recordings of the previous session in the lesson "Problem Solving Session" - NPTEL Team

Deep Learning for Computer Vision: Assignment 11 Solution Released!!!

Dear Participants, The Solutions of  Week 11  for the course "Deep Learning for Computer Vision" have been released in the portal. Please go through the solution and in case of any doubt post your queries in the forum. Assignment 11 Solution Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=120&lesson=190 Happy Learning! Thanks & Regards, NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: October 11, 2022 - Tuesday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/hvi-pfqh-npq Happy Learning. -NPTEL Team

Week 12 Feedback Form: Deep Learning for Computer Vision

Dear Learner Thank you for continuing with the course and hope you are enjoying it. We would like to know if the expectations with which you joined this course are being met and hence please do take 2 minutes to fill out our weekly feedback form. It would help us tremendously in gauging the learner experience. Here is the link to the form: https://docs.google.com/forms/d/16i0mPUxUF-UU9njYvTSy44FNe6nbazGzDxS8LcBldmA/viewform Thank you -NPTEL team

Deep Learning for Computer Vision : Assignment 12 is live now!!

Dear Learners, The lecture videos for Week 12  have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=129&lesson=130 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-12  for Week-12  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=129&assessment=193 Assignment-12  for Week-12  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=129&assessment=192 The assignment has to be submitted on or before Wednesday,[19/10/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: October 08, 2022 - Saturday Time: 03.00 PM - 04.00 PM Link to join:  https://meet.google.com/vrr-sqek-dte Happy Learning. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: October 07, 2022 - Friday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/gkz-mtam-jkc Happy Learning. -NPTEL Team

Deep Learning for Computer Vision: Assignment 10 Solution Released!!!

Dear Participants, The Solutions of  Week 10  for the course "Deep Learning for Computer Vision" have been released in the portal. Please go through the solution and in case of any doubt post your queries in the forum. Assignment 10 Solution Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=110&lesson=185 Happy Learning! Thanks & Regards, NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: October 04, 2022 - Tuesday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/hvi-pfqh-npq Happy Learning. -NPTEL Team

Week 11 Feedback Form: Deep Learning for Computer Vision

Deep learning for computer vision : assignment 11 is live now.

Dear Learners, The lecture videos for Week 11  have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=120&lesson=121 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-11  for Week-11  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=120&assessment=188 Assignment-11  for Week-11  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=120&assessment=189 The assignment has to be submitted on or before Wednesday,[12/10/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: October 01, 2022 - Saturday Time: 03.00 PM - 04.00 PM Link to join:  https://meet.google.com/vrr-sqek-dte Happy Learning. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: September 30, 2022 - Friday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/gkz-mtam-jkc Happy Learning. -NPTEL Team

Deep Learning for Computer Vision: Assignment 9 Solution Released!!!

Dear Participants, The Solutions of  Week 9  for the course "Deep Learning for Computer Vision" have been released in the portal. Please go through the solution and in case of any doubt post your queries in the forum. Assignment 9 Solution Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=101&lesson=183 Happy Learning! Thanks & Regards, NPTEL Team

Week 10 Feedback Form: Deep Learning for Computer Vision

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: September 27, 2022 - Tuesday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/hvi-pfqh-npq Happy Learning. -NPTEL Team

Deep Learning for Computer Vision : Assignment 10 is live now!!

Dear Learners, The lecture videos for Week 10  have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=110&lesson=111 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-10  for Week-10  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=110&assessment=186 Assignment-10  for Week-10  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=110&assessment=187 The assignment has to be submitted on or before Wednesday,[05/10/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: September 24, 2022 - Saturday Time: 03.00 PM - 04.00 PM Link to join:  https://meet.google.com/vrr-sqek-dte Happy Learning. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: September 23, 2022 - Friday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/gkz-mtam-jkc Happy Learning. -NPTEL Team

Deep Learning for Computer Vision: Assignment 6 Reevaluations!!

Dear Learners, Assignment 6 submission of all students has been reevaluated by making the weightage as 0 for Questions 2 & 6. Students are requested to find their revised scores of Assignment 6 on the Progress page. -NPTEL Team

Deep Learning for Computer Vision: Assignment 8 Solution Released!!!

Dear Participants, The Solutions of  Week 8  for the course "Deep Learning for Computer Vision" have been released in the portal. Please go through the solution and in case of any doubt post your queries in the forum. Assignment 8 Solution Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=94&lesson=182 Happy Learning! Thanks & Regards, NPTEL Team

Deep Learning for Computer Vision: Assignment 4 Reevaluations!!

Dear Learners, Assignment 4 submission of all students has been reevaluated by changing the option for Question 10. Students are requested to find their revised scores of Assignment 4 on the Progress page. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: September 20, 2022 - Tuesday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/hvi-pfqh-npq Happy Learning. -NPTEL Team

Week 9 Feedback Form: Deep Learning for Computer Vision

Deep learning for computer vision : assignment 9 is live now.

Dear Learners, The lecture videos for Week 9  have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=101&lesson=102 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-9  for Week-9  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=101&assessment=184 Assignment-9  for Week-9  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=101&assessment=181 The assignment has to be submitted on or before Wednesday,[28/09/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: September 16, 2022 - Friday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/gkz-mtam-jkc Happy Learning. -NPTEL Team

Deep Learning for Computer Vision: Assignment 7 Solution Released!!!

Dear Participants, The Solutions of  Week 7  for the course "Deep Learning for Computer Vision" have been released in the portal. Please go through the solution and in case of any doubt post your queries in the forum. Assignment 7 Solution Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=82&lesson=180 Happy Learning! Thanks & Regards, NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: September 13, 2022 - Tuesday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/hvi-pfqh-npq Happy Learning. -NPTEL Team

Week 8 Feedback Form: Deep Learning for Computer Vision

Survey on problem solving sessions - deep learning for computer vision( noc22-cs76 ).

Dear Learners, We would like to know if the expectations with which you attended this problem solving session are being met and hence please do take 2 minutes to fill out our feedback form. It would help us tremendously in gauging the learner experience. Here is the link to the form: https://docs.google.com/forms/d/1YA8vMRR7wKHLMc0-PjD6BT4sM71ewbr3sWGAF5wB5qc/viewform - NPTEL Team

Deep Learning for Computer Vision : Assignment 8 is live now!!

Dear Learners, The lecture videos for Week 8  have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=94&lesson=95 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-8  for Week-8  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=94&assessment=177 Assignment-8  for Week-8  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=94&assessment=178 The assignment has to be submitted on or before Wednesday,[21/09/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: September 10, 2022 - Saturday Time: 03.00 PM - 04.00 PM Link to join:  https://meet.google.com/vrr-sqek-dte Happy Learning. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: September 09, 2022 - Friday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/gkz-mtam-jkc Happy Learning. -NPTEL Team

Deep Learning for Computer Vision: Assignment 6 Solution Released!!!

Dear Participants, The Solutions of  Week 6  for the course "Deep Learning for Computer Vision" have been released in the portal. Please go through the solution and in case of any doubt post your queries in the forum. Assignment 6 Solution Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=73&lesson=176 Happy Learning! Thanks & Regards, NPTEL Team

Week 7 Feedback Form: Deep Learning for Computer Vision

Deep learning for computer vision : assignment 7 is live now.

Dear Learners, The lecture videos for Week 7 have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=82&lesson=83 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-7 for Week-7 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=82&assessment=174 Assignment-7 for Week-7 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=82&assessment=172 The assignment has to be submitted on or before Wednesday,[14/09/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Deep Learning for Computer Vision: Assignment 5 Solution Released!!!

Dear Participants, The Solutions of  Week 5  for the course "Deep Learning for Computer Vision" have been released in the portal. Please go through the solution and in case of any doubt post your queries in the forum. Assignment 5 Solution Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=62&lesson=175 Happy Learning! Thanks & Regards, NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: September 03, 2022 - Saturday Time: 03.00 PM - 04.00 PM Link to join:  https://meet.google.com/vrr-sqek-dte Happy Learning. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: September 02, 2022 - Friday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/gkz-mtam-jkc Happy Learning. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 30, 2022 - Tuesday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/hvi-pfqh-npq Happy Learning. -NPTEL Team

Week 6 Feedback Form: Deep Learning for Computer Vision

Deep learning for computer vision : assignment 6 is live now.

Dear Learners, The lecture videos for Week 6 have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=73&lesson=74 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-6 for Week-6 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=73&assessment=171 Assignment-6 for Week-6 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=73&assessment=170 The assignment has to be submitted on or before Wednesday,[07/09/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 27, 2022 - Saturday Time: 03.00 PM - 04.00 PM Link to join:  https://meet.google.com/vrr-sqek-dte Happy Learning. -NPTEL Team

Deep Learning for Computer Vision: Assignment 4 Solution Released!!!

Dear Participants, The Solutions of  Week 4   for the course "Deep Learning for Computer Vision" have been released in the portal. Please go through the solution and in case of any doubt post your queries in the forum. Assignment 4 Solution Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=49&lesson=169 Happy Learning! Thanks & Regards, NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 26, 2022 - Friday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/gkz-mtam-jkc Happy Learning. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 23, 2022 - Tuesday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/hvi-pfqh-npq Happy Learning. -NPTEL Team

Deep Learning for Computer Vision : Week 5 Feedback Form is live now !!

Dear Learner Thank you for continuing with the course and hope you are enjoying it. We would like to know if the expectations with which you joined this course are being met and hence please do take 2 minutes to fill out our weekly feedback form. It would help us tremendously in gauging the learner experience. Here is the link to the form: https://docs.google.com/forms/d/16i0mPUxUF-UU9njYvTSy44FNe6nbazGzDxS8LcBldmA/viewform Thank you. -NPTEL team

Deep Learning for Computer Vision : Assignment 5 is live now!!

Dear Learners, The lecture videos for Week 5 have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=62 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-5 for Week-5 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=62&assessment=168 Assignment-5 for Week-5 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=62&assessment=167 The assignment has to be submitted on or before Wednesday,[31/08/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 20, 2022 - Saturday Time: 03.00 PM - 04.00 PM Link to join:  https://meet.google.com/vrr-sqek-dte Happy Learning. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 19, 2022 - Friday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/gkz-mtam-jkc Happy Learning. -NPTEL Team

Code companion for "Deep Learning for Computer Vision" course

Dear student, Thank you for your interest in this course, and hope the course is of some use and relevance to you. In our efforts to support your learning to the best extent we can, we now have a code companion for the course at  https://dl4cv-nptel.github.io/DL4CVBK/intro.html . We have code snippets for key lectures in every week of the course so far, which we hope may help you understand the programming elements of the course (and hopefully as practice for the assignments). This has been possible thanks to the efforts of the TAs (Rishabh, Charchit and Divyagna), who have kindly helped in coming up with these snippets. We hope this is helpful. Happy learning. All best wishes, Vineeth

Deep Learning for Computer Vision: Assignment 3 Solution Released!!!

Dear Participants, The Solutions of  Week 3   for the course "Deep Learning for Computer Vision" have been released in the portal. Please go through the solution and in case of any doubt post your queries in the forum. Assignment 3 Solution Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=39&lesson=166 Happy Learning! Thanks & Regards, NPTEL Team

Week 4 Feedback Form is live now !!

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 16, 2022 - Tuesday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/hvi-pfqh-npq Happy Learning. -NPTEL Team

Deep Learning for Computer Vision : Assignment 4 is live now!!

Dear Learners, The lecture videos for Week 4 have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=49&lesson=50 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-4 for Week-4 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=49&assessment=164 Assignment-4 for Week-4 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=49&assessment=163 The assignment has to be submitted on or before Wednesday,[24/08/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 13, 2022-Saturday Time: 03.00 PM - 04.00 PM Link to join:  https://meet.google.com/vrr-sqek-dte Happy Learning. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 12, 2022-Friday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/gkz-mtam-jkc Happy Learning. -NPTEL Team

Deep Learning for Computer Vision: Assignment 1 & 2 Solution Released!!!

Dear Participants, The Solutions of  Week 1 & 2   for the course "Deep Learning for Computer Vision" have been released in the portal. Please go through the solution and in case of any doubt post your queries in the forum. Assignment 1 Solution Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=18&lesson=161 Happy Learning! Thanks & Regards, NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 9, 2022 - Tuesday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/hvi-pfqh-npq Happy Learning. -NPTEL Team

Week 3 Feedback Form: Deep Learning for Computer Vision

Dear Learner Thank you for continuing with the course and hope you are enjoying it. We would like to know if the expectations with which you joined this course are being met and hence please do take 2 minutes to fill out our weekly feedback form. It would help us tremendously in gauging the learner experience. Here is the link to the form: https://docs.google.com/forms/d/1ijNFhtgtRnC5DW8S6bbntS8y_6kJvFg0PvdVZFpynf8/viewform Thank you -NPTEL team

Deep Learning for Computer Vision: Reminder for Assignment 1 & 2 deadline!!

Dear Learners, The Deadline for Assignments 1 & 2 will close on Wednesday,[10/08/2022], 23:59 IST. Kindly submit the assignments before the deadline. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 6, 2022-Saturday Time: 03.00 PM - 04.00 PM Link to join:  https://meet.google.com/vrr-sqek-dte Happy Learning. -NPTEL Team

Deep Learning for Computer Vision : Assignment 3 is live now!!

Dear Learners, The lecture videos for Week 3 have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=39&lesson=40 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-3 for Week-3 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=39&assessment=160 Assignment-3 for Week-3 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=39&assessment=159 The assignment has to be submitted on or before Wednesday,[17/08/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 5, 2022-Friday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/gkz-mtam-jkc Happy Learning. -NPTEL Team

Deep Learning for Computer Vision : Problem Solving Session!!

Dear Learner, We have uploaded the Recorded videos of the Problem Solving Session of Week 1 . Videos are uploaded inside the Separate Unit called " Problem Solving Session " along with the slides used wherever applicable. Login to the course on swayam.gov.in to check the same. -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: August 2, 2022 - Tuesday Time: 06.00 PM - 07.00 PM Link to join:  https://meet.google.com/hvi-pfqh-npq Happy Learning. -NPTEL Team

Week 2 Feedback Form: Deep Learning for Computer Vision

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: July 30, 2022-Saturday Time: 03.00 PM - 04.00 PM Link to join:  https://meet.google.com/vrr-sqek-dte Happy Learning. -NPTEL Team

Deep Learning for Computer Vision : Assignment 2 is live now!!

Dear Learners, The lecture videos for Week 1 have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=29&lesson=30 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-1 for Week-1 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=29&assessment=157 Assignment-1 for Week-1 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=29&assessment=158 The assignment has to be submitted on or before Wednesday,[10/08/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Deep Learning for Computer Vision : Problem solving Session

Dear learner, Every week there will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that  will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Start Date:   August 2, 2022 When: EveryTuesday Time: 06.00 PM - 07.00 PM Link to join:   https://meet.google.com/hvi-pfqh-npq Thank you. -NPTEL team

Dear learner, Every week there will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that  will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Start Date:   July 29, 2022 When: EveryFriday Time: 06.00 PM - 07.00 PM Link to join:   https://meet.google.com/gkz-mtam-jkc Thank you. -NPTEL team

Dear learner, Every week there will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that  will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Start Date:   July 30, 2022 When: EverySaturday Time: 03.00 PM - 04.00 PM Link to join:   https://meet.google.com/vrr-sqek-dte Thank you. -NPTEL team

Deep Learning for Computer Vision : Week 1 Feedback Form

Deep learning for computer vision : assignment 1 is live now.

Dear Learners, The lecture videos for Week 1 have been uploaded for the course "Deep Learning for Computer Vision" . The lectures can be accessed using the following link: Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=18&lesson=19 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-1 for Week-1 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=18&assessment=150 Assignment-1 for Week-1 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=18&assessment=151 The assignment has to be submitted on or before Wednesday,[10/08/2022], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Deep Learning for Computer Vision - Week-1 video is live now !!

Dear Learners,   The lecture videos for Week 1 have been uploaded for the course Deep Learning for Computer Vision . The lectures can be accessed using the following link:   Link:   https://onlinecourses.nptel.ac.in/noc22_cs76/unit?unit=18&lesson=19   The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already).   Assignment will be released shortly.   As we have done so far, please use the discussion forums if you have any questions on this module.   Thanks and Regards,   -NPTEL Team

NPTEL: Exam Registration is open now for July 2022 courses!

Dear Learner, 

Here is the much-awaited announcement on registering for the July 2022 NPTEL course certification exam. 

1. The registration for the certification exam is open only to those learners who have enrolled in the course. 

2. If you want to register for the exam for this course, login here using the same email id which you had used to enroll to the course in Swayam portal. Please note that Assignments submitted through the exam registered email id ALONE will be taken into consideration towards final consolidated score & certification. 

3 . Date of exam: Oct 30, 2022

CLICK HERE to register for the exam. 

Choose from the Cities where exam will be conducted: Exam Cities

4. Exam fees: 

If you register for the exam and pay before Sep 12, 2022, 10:00 AM, Exam fees will be Rs. 1000/- per exam . 

If you register for exam before Sep 12, 2022, 10:00 AM and have not paid or if you register between Sep 12, 2022, 10:00 AM & Sep 16, 2022, 10:00 AM, Exam fees will be Rs. 1500/- per exam 

5. 50% fee waiver for the following categories: 

6. Last date for exam registration: Sep 16, 2022, 10:00 AM (Friday). 

7. Mode of payment: Online payment - debit card/credit card/net banking/UPI. 

8. HALL TICKET: 

The hall ticket will be available for download tentatively by 2 weeks prior to the exam date . We will confirm the same through an announcement once it is published. 

9. FOR CANDIDATES WHO WOULD LIKE TO WRITE MORE THAN 1 COURSE EXAM:- you can add or delete courses and pay separately – till the date when the exam form closes. Same day of exam – you can write exams for 2 courses in the 2 sessions. Same exam center will be allocated for both the sessions. 

10. Data changes: 

Last date for data changes: Sep 16, 2022, 10:00 AM :  

All the fields in the Exam form except for the following ones can be changed until the form closes. 

The following 6 fields can be changed ONLY when there are NO courses in the course cart. And you will be able to edit the following fields only if you: - 

6. What is your role ? 

11. LAST DATE FOR CANCELLING EXAMS and getting a refund: Sep 16, 2022, 10:00 AM  

12. Click here to view Timeline and Guideline : Guideline

Every domain will comprise Core courses and Elective courses. Once a learner completes the requisite courses per the mentioned criteria, you will receive a Domain Certificate showcasing your scores and the domain of expertise. Kindly refer to the following link for the list of courses available under each domain:  https://nptel.ac.in/domains

Deep Learning for Computer Vision: Welcome to NPTEL Online Course - July 2022!!

  • Every week, about 2.5 to 4 hours of videos containing content by the Course instructor will be released along with an assignment based on this. Please watch the lectures, follow the course regularly and submit all assessments and assignments before the due date. Your regular participation is vital for learning and doing well in the course. This will be done week on week through the duration of the course.
  • Please do the assignments yourself and even if you take help, kindly try to learn from it. These assignments will help you prepare for the final exams. Plagiarism and violating the Honor Code will be taken very seriously if detected during the submission of assignments.
  • The announcement group - will only have messages from course instructors and teaching assistants - regarding the lessons, assignments, exam registration, hall tickets, etc.
  • The discussion forum (Ask a question tab on the portal) - is for everyone to ask questions and interact. Anyone who knows the answers can reply to anyone's post and the course instructor/TA will also respond to your queries.
  • Please make maximum use of this feature as this will help you learn much better.
  • If you have any questions regarding the exam, registration, hall tickets, results, queries related to the technical content in the lectures, any doubts in the assignments, etc can be posted in the forum section
  • The course is free to enroll and learn from. But if you want a certificate, you have to register and write the proctored exam conducted by us in person at any of the designated exam centres.
  • The exam is optional for a fee of Rs 1000/- (Rupees one thousand only).
  • Date and Time of Exams: October 30, 2022 Morning session 9am to 12 noon; Afternoon Session 2 pm to 5 pm.
  • Registration URL: Announcements will be made when the registration form is open for registrations.
  • The online registration form has to be filled and the certification exam fee needs to be paid. More details will be made available when the exam registration form is published. If there are any changes, it will be mentioned then.
  • Please check the form for more details on the cities where the exams will be held, the conditions you agree to when you fill the form etc.
  • Once again, thanks for your interest in our online courses and certification. Happy learning.

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NPTEL Deep Learning Assignment 2 Answers 2022

  • by QuizXp Team
  • February 9, 2022 February 9, 2022

NPTEL Deep Learning Assignment 2

Are you looking for the Answers to NPTEL Deep Learning Assignment 2? This article will help you with the answer to the  Nation al Programme on Technology Enhanced Learning  ( NPTEL )  Course “ NPTEL Deep Learning Assignment 2 “

What is Deep Learning?

The objective of the course is to impart the knowledge and understanding of causes and effects of air pollution and their controlling mechanisms. The course will provide a deeper understanding of air pollutants, pollution inventory and modelling. The course also imparts knowledge on the impacts of air pollution on different aspects such as policy, human health and various contemporary technological innovation for betterment of air quality.

CRITERIA TO GET A CERTIFICATE

Average assignment score = 25% of the average of best 8 assignments out of the total 12 assignments given in the course. Exam score = 75% of the proctored certification exam score out of 100

Final score = Average assignment score + Exam score

YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF THE AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75. If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100.

Below you can find the answers for NPTEL Deep Learning Assignment 2

NPTEL Deep Learning Assignment 2 Answers:-

Q1. Suppose if you are solving an n-class problem, how many discriminant function you will need for solving?

a) n-1 b) n c) n+1 d) n-2

Q2. If we choose the discriminant function g i (x) as a function of posterior probability. i.e. g i (x) = f(p(w i /x)). Then which of following cannot be the function f()?

a) f(x) = a x , where a > 1 b) f(x) = a -x , where a > 1 c) f(x) = 2x + 3 d) f(x) = exp(x)

Q3. What will be the nature of decision surface when the covariance matrices of different classes are identical but otherwise arbitrary? (Given all the classes has equal class probabilities)

a) Always orthogonal to two surfaces b) Generally not orthogonal to two surfaces c) Bisector of the line joining two mean, but not always orthogonal to two surface. d) Arbitrary

Q4. The mean and variance of all the samples of two different normally distributed class w1 and w2 are given

deep learning for computer vision nptel assignment answers 2022

a) x 2 = 3.514 – 1.12 x 1 + 0.187 x 1 2 b) x 1 = 3.514 – 1.12 x 2 + 0.187 x 2 2 c) x 1 = 0.514 – 1.12 x 2 + 0.187 x 2 2 d) x 2 = 0.514 – 1.12 x 2 + 0.187 x 2 2

???? Next Week Answers: Assignment 03 ????

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Q5. For a two class problem, the linear discriminant function is given by g(x) = a t y. What is the updating rule for finding the weight vector a. Here y is augmented feature vector.

a) Adding the sum of all augmented feature vector which are misclassified multiplied by the learning rate to the current weigh vector. b) Subtracting the sum of all augmented feature vector which are misclassified multiplied by the learning rate from the current weigh vector c) Adding the sum of the all augmented feature vector belonging to the positive class multiplied by the learning rate to the current weigh vector d) Subtracting the sum of all augmented feature vector belonging to the negative class multiplied by the learning rate from the current weigh vector.

Q6. For minimum distance classifier which of the following must be satisfied?

a) All the classes should have identical covariance matrix and diagonal matrix b) All the classes should have identical covariance matrix but otherwise arbitrary c) All the classes should have equal class probability d) None of above

Q7. Which of the following is the updating rule of gradient descent algorithm? Here â–½ is gradient operator and n is learning rate.

a) a n+1 = a n – n▽F(a n ) b) a n+1 = a n + n▽F(a n ) c) a n+1 = a n – n▽F(a n-1 ) d) a n+1 = a n + n▽F(a n-1 )

Q8. The decision surface between two normally distributed class w1 and w2 is shown on the figure. Can you comment which of the following is true?

a) p(w1) = p(w2) b) p(w2) > p(w1) c) p(w1) > p(w2) d) None of the above

Q9. In k-nearest neighbour’s algorithm (k-NN), how we classify an unknown object?

a) Assigning the label which is most frequent among the k nearest training samples b) Assigning the unknown object to the class of its nearest neighbour among training sample c) Assigning the label which is most frequent among the all training samples except the k farthest neighbor d) None of these

Q10. What is the direction of weigh vector w.r.t. decision surface for linear classifier?

a) Parallel b) Normal c) At an inclination of 45 d) Arbitrary

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