* General Knowledge in CV * Task Spesific Knowledge and Case Study
Computer Vision Researcher Interview Questions
35 computer vision researcher interview questions shared by candidates
Write a pytorch script for a model
write softmax equation for machine learning.
NDA, but mostly C++ coding questions with reference to the position
Started with an easy probability puzzle (ants in a triangle) Computer Vision - 1. Design a basic edge detection filter 2. Explain the whole SIFT pipeline. 3. How is SIFT made rotation invariant 4. Is HOG rotationally invariant Machine Learning - 1. Random Forest 2. XGBoost 3. ANNs 4. CNNs Focus is on fundamentals.
Your experience with generative models.
Presentation about the related work I've done before (image segmentation)
3 algorithm questions which you can code in any language - Basic machine learning and deep learning questions - Questions from your own projects
Discussion on the project I have done
leetcode hard
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