standard leetcode question with arrays
Computer Engineer Interview Questions
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They asked me about CNNs
General interview and technical interview included questions on classic computer vision algorithms: homography, RANSAC, sift, etc. The technical interview included questions on detecting outliers, regression and statistics
Sometimes, there will be a manager/technical lead asking for a specific technical skill. But don't fret if you don't have the particular skill. The reason for this is because the managers eventually divide the pool of hires amongst themselves and are just getting a feel for who would be a good fit. Leadership capabilities is what they are generally mostly looking for so always fall back on that.
Questions related to deep learning frameworks like ResNet etc.
What is HoG? Explain it.
What are the object detection algorithms?
Mostly standard pre-prepared questions. Very little directly enquiring about me as a candidate, and I would guess that several of the interviewers hadn't even looked at my CV. Coding tests included coding on image processing algorithms relevant to the role.
SLAM ; python sorting basics, efficent optimization, OOP basics; morphology, Global co-ordinate estimation from camera coordinate , etc. vanishing points, camera extrensic , camera intrinsics , SURF , point descriptors; fundamental matrix essential matrix; deep learning , machine learning ; bundle algorithms
What are fundamental, essential, and homography matrices and how are they different from each other? What are the components of a camera intrinsics matrix? How do you correct for lens distortion? What are the units of the elements in the camera intrinsics matrix? What happens to the camera intrinsics after you crop an image? How do you convert from 3D world coordinates to 2D mage coordinates?
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