Concatenation of ResNet (2D images) with fully-connected network (1D input)

Question

I\'m using a pre-built ResNet in Keras (TensorFlow 2) in the following way:

from tensorflow.keras.applications.resnet50 import ResNet50
base_model = ResNet50(