Which of the Following Statements About a Max Pooling Layer

question 8

Multiple Choice

Which of the following statements about a max pooling layer a) , b) or c) is false?

• A) A max pooling layer looks at a pool, then outputs the maximum feature from that pool.
• B) Unlike convolution, there's no overlap between pools. Once the pool reaches the right edge, the pooling layer moves the pool down by its height-2 rows for a 2-by-2 pool-then continues from left-to-right. Because of the feature reduction in each group, 2-by-2 pooling compresses the number of features by 50%.
• C) The following code adds a MaxPooling2D layer with a 2-by-2 pool to a model named cnn:
• Cnn)add(MaxPooling2D(pool_size=(2, 2)))
• D) All of the above statements are true.

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Definitions:

Strength-training Tools

Equipment used to develop muscle strength and endurance, such as weights, resistance bands, or strength training machines.

1-RM Test

A measure of the maximum amount of weight one can lift in a single repetition for a given exercise.

Muscle Strength

The capacity of a muscle or group of muscles to exert force against resistance, important for physical performance and health.

Eccentric Contraction

A type of muscle contraction that occurs when the muscle lengthens under tension, such as when lowering a weight.