Computer Science: An Overview (13th Edition) (What's New in Computer Science)
Computer Science: An Overview (13th Edition) (What's New in Computer Science)
13th Edition
ISBN: 9780134875460
Author: Glenn Brookshear, Dennis Brylow
Publisher: PEARSON
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Chapter 10, Problem 23CRP
Program Description Answer

The reflected ray passes through the point’’(2,2,1)’’.

Hence, the correct answer is option “C”.

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The task of detecting a cat present in a given image or not. To finish this task, you create two networks - a multilayer perceptron network and a neural network with similar configurations. Both have two layers – the first hidden layer has 4 units, and the second layer considers as the output layer. The input dimension is 3. a) Draw a diagram of both networks and show details weights and bias.
Consider an image point [2,2]. Perform the following operations and show the results of these transforms. 1. Translate the image right by 3 units. 2. Perform a scaling operation in both X-axis and Y-axis by 3 units. 3. Rotate the image in X-axis by 45o . 4. Perform horizontal skewing by 45o . 5. Perform mirroring about X-axis. 6. Perform shear in y-direction by 30 units.
Assuming that you are using a single perceptron unit with three feature inputs to classify an image for a face detector as 0 (no face) or 1 (contains face).   Assuming that the input feature vector describing the image is [1, 10, -1],  the weight vector is [-1, 0.5, -7] and the unit threshold is 10 does the perceptron classify the image as containing a face or not?  (show the intermediate calculations)

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Computer Science: An Overview (13th Edition) (What's New in Computer Science)

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