

In [1]:

    
import tensorflow as tf
from scipy.misc import imread, imresize, imshow
import numpy as np
import matplotlib.pyplot as plt



In [2]:

    
img = imread('hen.jpg', mode='RGB')
print 'shape = ', img.shape
plt.imshow(img)
plt.show()









    



shape =  (439, 450, 3)

Obtain embeddings from vgg net, input is image matrix and output is a vector image.



In [3]:

    
from dvd import dvd
img_embedding = dvd.get_embedding_x(img)
print img_embedding.shape



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