How would you code up a custom rectangle detector?
Computer Vision Intern Interview Questions
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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()
Why does one use MSE as a measure of quality. What is the scientific/mathematical reason for the same?
Question on finding all possible paths from start and end set
What is the question you wanted us to ask you and we didn't ask yet.
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?
Questions like what was the shape of the output vector from one particular project that I had done two years ago. How would I handle different aspect ratio of images What was my how does the YOLO model detect a small portion of the entire object in a grid cell
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).
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