The whole cnn Property 1 Some patterns are much smaller Convolution than the whole image Property 2 The same patterns appear in Max Pooling different regions Can repeat many times Property 3 Convolution Subsampling the pixels will not change the object Max Pooling Flatten 8 Sourceoftheslidehttp://219.216.82.193/cache/8/03/speech.ee.ntu.edu.tw/43149163c97eb6be7590e3d8de445a67/cnn.pdf8 The whole CNN Convolution Max Pooling Convolution Max Pooling Flatten Can repeat many times ➢ Some patterns are much smaller than the whole image ➢ The same patterns appear in different regions. ➢ Subsampling the pixels will not change the object Property 1 Property 2 Property 3 Source of the slide: http://219.216.82.193/cache/8/03/speech.ee.ntu.edu.tw/43149163c97eb6be7590e3d8de445a67/CNN.pdf