In [7]:

    

import matplotlib.pyplot as plt
import numpy as np
from iam_dataset import IamLinesDataset
dataset = IamLinesDataset()
dataset.load_or_generate_data()


    

    




BIG DOG (10000, 10, 28)
BIG DOG Test (1000, 10, 28)

In [2]:

    

dataset.x_train.shape


    

    
Out[2]:





(10000, 28, 280)

In [11]:

    

plt.figure(figsize = (25, 1))
offset = 9999
plt.imshow(dataset.x_train[offset], cmap='gray', interpolation='none')


    

    
Out[11]:





<matplotlib.image.AxesImage at 0x7ff39ae27fd0>






    

In [3]:

    

dataset.y_train.shape


    

    
Out[3]:





(7101, 97, 80)

In [12]:

    

def convert_y_label_to_string(y, dataset=dataset):
    return ''.join([dataset.mapping[i] for i in np.argmax(y, axis=-1)])

print(np.argmax(dataset.y_train[offset], axis=-1))
convert_y_label_to_string(dataset.y_train[offset])


    

    




[18  4 13  8 14 17 27 27 27 27]






    
Out[12]:





'senior____'

In [ ]: