C++ da konvolyutsion neyron tarmog'ini (CNN) yaratish juda murakkab bo'lishi mumkin, chunki u ko'plab matematik va optimallashtirish funksiyalarini amalga oshirishni talab qiladi. Shunga qaramay, C++ kutubxonalari mavjud, ular neyron tarmoqlarini yaratish osonlashtiradi, masalan, Dlib kutubxonasi. C++ da CNN ni yaratishning asosiy namunasi: ``cpp #include <dlib/dnn.h> #include <iostream> using namespace std; using namespace dlib; //definir the structure of the convolyutsion neyron tarmog'i template <typename SUBNET> using r = relu_<SUBNET> template; <typename SUBNET> using fc = fc_SUBNET; <typename SUBNET> library that
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