def get_image_vgg(self, path):
"""Return a handle to the image itself, and a numpy array of its pixels to input the network."""
img = image.load_img(path, target_size=(224, 224))
x = image.img_to_array(img)
x = np.expand_dims(x, axis=0)
x = preprocess_input_vgg(x)
return img, x
def img_encode(filepath):
img_width, img_height = 254, 254
try:
img = image.load_img(filepath, target_size=(img_width, img_height))
except:
return False, False
x = image.img_to_array(img)
x = np.expand_dims(x, axis=0)
x = preprocess_input_vgg(x)
return img, x
def get_image_vgg(path):
img = image.load_img(path, target_size=model.input_shape[1:3])
x = image.img_to_array(img)
x = np.expand_dims(x, axis=0)
x = preprocess_input_vgg(x)
return img, x