What is the difference between a point, a line, and a plane? What is the difference between a scalar, a vector, and a matrix? What is the Fourier transform? How is it used in computer vision? What is a convolution? How is it used in computer vision? What is a homography? How is it used in computer vision? What is a camera calibration matrix? How is it used in computer vision? What is a keypoint? How are keypoints used in computer vision? What is a feature descriptor? How are feature descriptors used in computer vision? What is a SIFT descriptor? How is it different from a SURF descriptor? What is a convolutional neural network? How is it used in computer vision? What are the challenges of using deep learning in computer vision?
Computer Vision Intern Interview Questions
1,052 computer vision intern interview questions shared by candidates
What is the stereo camera?
Given a set of coordinates of joints, perform a rotation such that the hips are perpendicular to the camera.
What is gradient vanishing?
standard computer vision and c++
Describe how a scale-invariant feature transform works.
Computational complexity of hash map- best worst? What type of sorting algorithms do you know? Their time complexity?
How would you detect when a player kicks a ball just from a video?
Second coding task: How will you split an image into multiple channel? How would you take an inverse of a numpy array? Given a 3D point and the rotation matrix, how will you rotate the 3D point? How will you mathematically determine the shape of the matrix? How will you perform slicing on string?
Describe about the optimizers and their types
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