Image classification snippet with Keras

img_pred.py

import tensorflow as tf
from tensorflow.keras.applications.imagenet_utils import decode_predictions
from skimage import io
from skimage.transform import resize
import numpy as np

image_url = 'https://upload.wikimedia.org/wikipedia/commons/b/bb/Kittyply_edit1.jpg'
img = io.imread(image_url)
img_resized = resize(img, (224,224,3))

model = tf.keras.applications.DenseNet121(input_shape=(224,224,3),
                                          weights="imagenet",
                                          include_top=True)

pred = model.predict(np.expand_dims(img_resized,0))
decode_predictions(pred)