Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Classifying Im

Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Classifying Im

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Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial covers the process of working with a dataset containing 10 categories of images, including airplanes, automobiles, and more. It explains how to display images using matplotlib, normalize data by scaling pixel values, and create a Convolutional Neural Network (CNN) model. The tutorial also discusses training the model over 10 epochs, evaluating its performance, and identifying areas for improvement. The model achieves a 62% accuracy rate, with suggestions for further tuning and optimization.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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