CHAPTER_11

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Chapter_11
Convolutional Neural Networks

Step 1. Run Program11Z_1.exe


Step 2. Drag one of the 12 pictures from ① into the blank box ②.


Step 3. Click the ‘Convolution’ operation button (③) and check the images created in boxes ⑤ and ⑥ shown below. The dark images in ⑤ are the results of the convolution and the images in ⑥ are the inverted images; dark pixels to white and white pixels to dark.


Step 4. Click ‘Pooling’ button (④) and see how the created images by convolution become smaller. 

Pooling operation just reduces the picture size, to one half in both row and column. The images in ⑦ are the pooled images from ⑤ and the images in ⑧ are from ⑥.


Results


On the left, drag one of the pictures from ① and put it into the box ②. Then click the button ③ and check the image displayed in ⑥.

Click the button ④, followed by button ⑤ and check which of the labels is selected in ⑦.

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