Why does one use MSE as a measure of quality. What is the scientific/mathematical reason for the same?
Computer Vision Engineer Interview Questions
1,062 computer vision engineer interview questions shared by candidates
How would you code up a custom rectangle detector?
Given a 2D grid consisting of links and vacancies represented by a 2D array and assume you can move from either down (j,k)->(j+1,k) or to the right (j,k)->(j,k+1) unless there is a vacancy
(1) Back-propagation; (2) overfit vs underfit; (3) implementation of one of the steps in Canny edge detection using graphs; (4) closed form formula to solution of linear regression; (5) write code for K nearest neighbor algorithm (6) vanishing gradient vs exploding gradients due to choice to relu() vs sigmoid()
What is the question you wanted us to ask you and we didn't ask yet.
Question on finding all possible paths from start and end set
What is meant by virtual memory? Time complexity of insertion in Linked List vs. Array? Smoothing an image - what filter to use? Salt and pepper noise removal? Memory storage - heap vs stack?
Imagine there are 2 people in a 2D Image. how would you find the distance between them?
Given a set of numbers, find the pair of numbers that has maximum difference and also the second number appears after the first one. Time complexity needs to be O(n).
I had a take home assignment - which you code up and bring with you to the interview for a panel discussion and presentation. I had to implement a blob detection algorithm.
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