60 minute interview with one medium leetcode kind of problem (Mine was an array based problem)
Senior Computer Vision Engineer Interview Questions
1,050 senior computer vision engineer interview questions shared by candidates
(1) Talk about your research. (2) A design question on labeling the multiple products from pictures taken by the phone. (3) Coding: Range sum query 2d - immutable
Basics of machine learning such as ML algorithms, metrics used for judging different types of problems, differentiating change seen in deep learning from the older times, scenario based questions.
A/B testing stuff, some logical questions. You can't prepare before but you have to be focused
Was given a paper to go over in my time and discuss during the interview.
What projects have you worked on in the past? Why did you use this algorithm. Explain project's pipeline?
I was asked about the intuition of Low Pass Filters, High Pass Filters etc.
What is histogram equalization? What feature detectors and descriptors are you aware of? What object detection models are you aware of? Some details about MaskRCNN?
If you have a sorted set of numbers, write a function that returns the position(s) of an input number How would you develop a face recognition algorithm to recognize faces that are at a resolution less than 30x30 pixels? How would you develop a face recognition algorithm to mitigate pose and illumination variances? What are the advantages of a Support Vector Machine classifier? What is a kernel function in a Support Vector Machine? What is the difference between backpropagation and gradient descent?
Simple Algorithm Question. Also some computer vision questions.
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