Сделать визуализацию 1D CNN для LaTex (есть пример создания в Python)
необходима визуализация данной структуры (есть пример на Python, который необходимо модифицировать, результат - код для LaTex, см.примерное изображение):
layer1 = Conv1D(16, kernel_size=(3), activation='relu')(inputs)
layer2 = Conv1D(16, kernel_size=(3), activation='relu')(layer1)
layer3 = MaxPooling1D(pool_size=2)(layer2)
layer123: Conv1D layer which convolves the image using 16 filters each of size(3)
layer4 = Conv1D(32, (3), activation='relu')(layer3)
layer5 = Conv1D(32, (3), activation='relu')(layer4)
layer6 = MaxPooling1D(pool_size=2)(layer5)
layer456: Conv1D layer which convolve the image and is using 32 filters each of size(3)
layer7 = Flatten()(layer6)
layer7: flatten the output obtained from layer6 and this flatten output is passed to layer8
layer8 = Dense(250, activation = 'relu')(layer7)
layer8: shows a hidden layer of neural network containng 250 neurons.
layer9 = Dense(1, activation = sigmoid_scaled)(layer8)
layer9: shows output layer having 1 neuron to predict the value