[英]How can I have my alias from a postfix server call a shell script that calls a python program?
[英]How do I host a function on a server, which I can call from my python script?
我最近做了一個程序,它在圖像上運行 ML model,並預測它是什么。 問題是,包括 model 和 tensorflow 等依賴項,導致它為500mb 。 所以我想知道我是否可以在服務器中托管 function,我可以在其中傳遞我的圖像,它會返回 output。 這是我希望主持的 function -
from keras.models import load_model
from PIL import Image, ImageOps
import numpy as np
labels= ["Banana", "Fan", "Clock","Coin","Leaf","Paper_airplane","Pen","Phone","Spoon","Tomato"]
model = load_model('keras_model.h5')
data = np.ndarray(shape=(1, 224, 224, 3), dtype=np.float32)
#Here I wish to pass the image, from my python program, and recieve the prediction
def RunPrediction(img):
image = img
size = (224, 224)
image = ImageOps.fit(image, size, Image.ANTIALIAS)
image_array = np.asarray(image)
normalized_image_array = (image_array.astype(np.float32) / 127.0) - 1
data[0] = normalized_image_array
#And I want to recieve this output in my code
prediction = model.predict(data)
return prediction
我如何使用 python 腳本調用這個 function? 謝謝!
我如何實現這一目標? 謝謝!
制作一個 RestAPI 並在您的程序中調用它。
這是關於 RestAPI 的幫助鏈接: https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-xxiii-application-programming-interfaces-apis
聲明:本站的技術帖子網頁,遵循CC BY-SA 4.0協議,如果您需要轉載,請注明本站網址或者原文地址。任何問題請咨詢:yoyou2525@163.com.