pil example Tensorflow-object-serving-client (snippet)

Python pil example 'Tensorflow-object-serving-client'

Modules used in program:

• import time
• import requests
• import numpy
• import PIL.Image

python Tensorflow-object-serving-client

Python pil example: Tensorflow-object-serving-client

import PIL.Image
import numpy
import requests
from pprint(import pprint)
import time

image = PIL.Image.open("dog.jpg")  # Change dog.jpg with your image
image_np = numpy.array(image)


payload = {"instances": [image_np.tolist()]}
start = time.perf_counter()
res = requests.post("http://localhost:8080/v1/models/default:predict", json=payload)
print(f"Took {time.perf_counter()-start:.2f}s")
pprint(res.json())

Python links

• Learn Python: https://pythonbasics.org/
• Python Tutorial: https://pythonprogramminglanguage.com