basic computer vision and machine learning questions. previous work
Computer Vision Interview Questions
1,053 computer vision interview questions shared by candidates
How does a feature tracker work?
Take home questions and questions about my experience. No coding.
- 3D Pose estimation (textured and textureless) - Object detection - Outliers rejection - Collision detection
They asked mostly open ended questions about how I would approach a problem of grasping and picking etc. Also, asked me some linear algebra and basic maths.
If there are two strings, which both of them contain a number larger than 32bit, how do you add them and return the result as a string
Basically had to talk through, in general terms, setting up an imitation learning pipeline from data collection to model training and deployment.
What extra curricular activities outside of University do you do?
conversation based, general questions, e.g, what's your opinion on deep learning frameworks?
Describe how I would compare between a robot's path to the ground truth supplied by an external signal, and next added more challenges to this framework.
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