Which of the Following Statements Is False

question 60

Multiple Choice

Which of the following statements is false?

• A) Keras xe "convnet (convolutional neural network)"convnets require NumPy array inputs in which each sample has the shape: (width, height, channels)
• B) For MNIST, each image's width and height are 28 pixels, and each pixel has one channel (the grayscale shade of the pixel from 0 to 255), so each sample's shape will be: (28, 28, 1)
• C) Full-color images with RGB (red/green/blue) values for each pixel, would have three channels-one channel each for the red, green and blue components of a color.
• D) As the neural network learns from the images, it reduces the number of channels.

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Definitions:

Title Placeholder

A pre-defined area in a template or layout where the title or main heading of a document or presentation can be entered.

Color Saturation

Refers to the intensity and purity of a color, dictating how vivid, dull, or neutral a color appears.

Intensity

A measure of the strength or magnitude of an effect, characteristic, or phenomenon, often used in contexts like lighting, color, or sound.

Color Saturation

The intensity of a color expressed, indicating how much it is free of white or gray.