Given the input image and the filter of the convolution, what are the output of the convolution and the output of the max pooling in the following figure?e Filter 10 -1 101 10 -1 102 011 |102 01 1 102...


Given the input image and the filter of the convolution, what are the output of the<br>convolution and the output of the max pooling in the following figure?e<br>Filter<br>10 -1<br>101<br>10 -1<br>102 011<br>|102 01 1<br>102 011<br>|1 1 2 01 o<br>|112010<br>112 010<br>Output after<br>Convolution<br>Output after<br>Pooling<br>Convolution<br>Маx рooling<br>Input image<br>Requirements for convolution: e<br>Padding: samee<br>Stride = 1 (for both vertical and horizontal directions)-<br>• Requirement for Max Pooling: e<br>Stride = 3 (for both vertical and horizontal directions)-<br>Filter size in the Max pooling = 3x3-<br>Padding: valide<br>In Padding, if enlarging the matrix (input image or output after convolution) is needed,<br>student must enlarge the matrix by adding the constant value

Extracted text: Given the input image and the filter of the convolution, what are the output of the convolution and the output of the max pooling in the following figure?e Filter 10 -1 101 10 -1 102 011 |102 01 1 102 011 |1 1 2 01 o |112010 112 010 Output after Convolution Output after Pooling Convolution Маx рooling Input image Requirements for convolution: e Padding: samee Stride = 1 (for both vertical and horizontal directions)- • Requirement for Max Pooling: e Stride = 3 (for both vertical and horizontal directions)- Filter size in the Max pooling = 3x3- Padding: valide In Padding, if enlarging the matrix (input image or output after convolution) is needed, student must enlarge the matrix by adding the constant value "Zero" to the edge.e Your answer must include the calculation process.e

Jun 07, 2022
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