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NerminSalem avatar NerminSalem commented on June 10, 2024 1

i really need help on how to extract features using vgg19?
@oxydron @fchollet @joeyhng @tdeboissiere

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oxydron avatar oxydron commented on June 10, 2024

Another thing: this code doesn't work with python 3.

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gugarosa avatar gugarosa commented on June 10, 2024

Just use the whole file instead of only the example: https://github.com/fchollet/deep-learning-models/blob/master/resnet50.py

And I can confirm it is working with python3 as I'm using it and had no problems so far.

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NerminSalem avatar NerminSalem commented on June 10, 2024

from vgg19 import VGG19
from keras.preprocessing import image
from imagenet_utils import preprocess_input
from keras.models import Model
import numpy as np

base_model = VGG19(weights='imagenet')
model = Model(input=base_model.input, output=base_model.get_layer('block4_pool').output)

img_path = 'elephant.jpg'
img = image.load_img(img_path, target_size=(224, 224))
x = image.img_to_array(img)
x = np.expand_dims(x, axis=0)
x = preprocess_input(x)

block4_pool_features = model.predict(x)
also doesn't work?

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