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# TF for image classification model
import tensorflow
import numpy
from PIL import Image
model = tensorflow.saved_model.load('./')
classes = [ "Northern_Leaf_Blight" , "Gray_Leaf_Spot" , "Healthy_Leaf" , "Common_Rust" , ]
img = Image.open("image.jpg").convert('RGB')
img = img.resize((300, 300 * img.size[1] // img.size[0]), Image.ANTIALIAS)
inp_numpy = numpy.array(img)[None]
inp = tensorflow.constant(inp_numpy, dtype='float32')
class_scores = model(inp)[0].numpy()
print("")
print("class_scores", class_scores)
print("Class : ", classes[class_scores.argmax()]) |