Create a computer vision system using decision tree algorithms to solve a real-world problem : Image Scaling – Pyramidin

Create a computer vision system using decision tree algorithms to solve a real-world problem : Image Scaling – Pyramidin

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial introduces the concept of image printing, a technique for resizing images to create different versions at various scales. This method is crucial in feature detection, allowing for the identification of objects like trucks at different distances. The tutorial explains the construction of an image pyramid, which involves resizing an image to smaller scales, and discusses the use of Gaussian blurring to enhance image quality before pyramiding. The session concludes with a brief overview of the next steps, focusing on applying these techniques to self-driving cars.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What role does Gaussian blurring play in the image pyramiding process?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How does removing evenly numbered rows and columns affect the image during the pyramiding process?

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