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In [1]:



    


%matplotlib inline

from pycocotools.coco import COCO
import os
import numpy as np
import skimage.io as io
import matplotlib.pyplot as plt
import pickle
from nltk.corpus import wordnet as wn
plt.rcParams['figure.figsize'] = (10.0, 8.0)
from CaptionSaliency import CaptionSaliency as CS



    











In [2]:



    


dataType='train2014'
usingSet='10000coco'
dataDir='/media/haoran/DATA/Dataset/COCO/tools'
savefileDir = 'data'

CapSal_train = CS(dataType,usingSet,dataDir,savefileDir)

# dataType='val2014'
# usingSet='5000coco'
# CapSal_val = CS(dataType,usingSet,dataDir,savefileDir)



    


















    






loading annotations into memory...
0:00:10.920241
creating index...
index created!
loading annotations into memory...
0:00:01.140357
creating index...
index created!

















In [4]:



    


# CapSal_val.compute_distance()
CapSal_train.compute_distance()



    


















    






data already exist, loading...
caption saliency value loaded...!

















In [18]:



    


ID = 0

CapSal.show_cap(ID )
plt.subplot(1,2,1)
CapSal.show_im(ID )
plt.subplot(1,2,2)
CapSal.show_ann(ID )



    


















    






---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-18-083556cb4b1f> in <module>()
      1 ID = 0
----> 2 IDtoshow(empty[ID])
      3 
      4 CapSal.show_cap(ID )
      5 plt.subplot(1,2,1)

NameError: name 'IDtoshow' is not defined
















In [5]:



    


CapSal_train.factored()



    


















    






Start to calculate factors...
Done!.
Assigning salient value...
salient value computed.!

















In [6]:



    


CapSal_train.saliencydict_c



    


















    
Out[6]:








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Content source: Yanakz/Caption

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