- Import the relevant packages and content, style images, that need to be combined to form an artistic image, as follows (The code file is available as Neural_style_transfer.ipynb in GitHub):
from keras.preprocessing.image import load_img, save_img, img_to_arrayimport numpy as npimport timefrom keras.applications import vgg19from keras.applications.imagenet_utils import preprocess_inputfrom keras import backend as Kimport tensorflow as tfimport kerasstyle_img = cv2.imread('/content/style image.png')style_img = cv2.cvtColor(style_img, cv2.COLOR_BGR2RGB)style_img = cv2.resize(style_img,(224,224))base_img = cv2.imread('/content/cat.png')base_img = cv2.cvtColor(base_img, cv2.COLOR_BGR2RGB)base_img = cv2.resize(base_img,(224,224)) ...
