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from PIL import Image
import numpy as np
import requests
def load_image_url(url, required_size = (224,224), image_type = 'array'):
print(f'downloading.. {url}, type: {image_type}')
img = Image.open(requests.get(url, stream=True).raw)
img = Image.fromarray(np.array(img))
if required_size is not None:
img = img.resize(required_size)
if image_type == 'array':
img = (np.expand_dims(np.array(img), 0)/255).astype(np.float32)
return img
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