In [1]:
# reference: http://stackoverflow.com/questions/29313667/how-do-i-remove-the-background-from-this-kind-of-image
from keras.preprocessing import image
import cv2
import numpy as np
from matplotlib import pyplot as plt
import sys
import glob
import sys
import os
import pandas as pd
import numpy as np
%matplotlib inline
Using TensorFlow backend.
In [327]:
#== Parameters =======================================================================
BLUR = 21
CANNY_THRESH_1 = 200
CANNY_THRESH_2 = 1000
MASK_DILATE_ITER = 10
MASK_ERODE_ITER = 10
MASK_COLOR = (0.0,0.0,1.0) # In BGR format
In [396]:
#== Processing =======================================================================
root_in = 'test_img'
root_out = 'br_img'
img_name = 'ANGEL-621401760901-5.jpg'
img_in_path = "{}/{}".format(root_in, img_name)
img_out_path = "{}/br_{}".format(root_out, img_name)
In [402]:
img_in_path
Out[402]:
'test_img/ANGEL-621401760901-5.jpg'
In [329]:
#-- Read image -----------------------------------------------------------------------
img = cv2.imread(img_in_path)
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
cv2.imshow('image', img)
In [330]:
edges1 = cv2.Canny(gray, CANNY_THRESH_1, CANNY_THRESH_2)
edges2 = cv2.dilate(edges1, None)
edges3 = cv2.erode(edges2, None)
In [331]:
plt.imshow(edges1)
Out[331]:
<matplotlib.image.AxesImage at 0x13b07f090>
In [332]:
#-- Find contours in edges, sort by area ---------------------------------------------
contour_info = []
contours, _ = cv2.findContours(edges3, cv2.RETR_LIST, cv2.CHAIN_APPROX_NONE)
In [333]:
for c in contours:
contour_info.append((
c,
cv2.isContourConvex(c),
cv2.contourArea(c),
))
contour_info = sorted(contour_info, key=lambda c: c[2], reverse=True)
max_contour = contour_info[0]
In [334]:
plt.imshow(edges3)
Out[334]:
<matplotlib.image.AxesImage at 0x13b5a1dd0>
In [335]:
#-- Create empty mask, draw filled polygon on it corresponding to largest contour ----
# Mask is black, polygon is white
mask = np.zeros(edges3.shape)
cv2.fillConvexPoly(mask, max_contour[0], (255))
plt.imshow(mask)
Out[335]:
<matplotlib.image.AxesImage at 0x13b891f90>
In [336]:
#-- Smooth mask, then blur it --------------------------------------------------------
mask = cv2.dilate(mask, None, iterations=MASK_DILATE_ITER)
mask = cv2.erode(mask, None, iterations=MASK_ERODE_ITER)
In [337]:
#mask = cv2.GaussianBlur(mask, (BLUR, BLUR), 0)
mask_stack = np.dstack([mask]*3) # Create 3-channel alpha mask
In [338]:
#-- Blend masked img into MASK_COLOR background --------------------------------------
mask_stack = mask_stack.astype('float32') / 255.0 # Use float matrices,
img = img.astype('float32') / 255.0 # for easy blending
masked = (mask_stack * img) + ((1-mask_stack) * MASK_COLOR) # Blend
masked = (masked * 255).astype('uint8') # Convert back to 8-bit
In [339]:
plt.imshow(masked)
Out[339]:
<matplotlib.image.AxesImage at 0x13bdd1810>
In [305]:
cv2.destroyAllWindows()
In [306]:
#cv2.imshow('img', masked) # Display
#cv2.waitKey()
cv2.imwrite(img_out_path, masked) # Save
Out[306]:
True
In [397]:
img = cv2.imread(img_in_path)
mask = np.zeros(img.shape[:2],np.uint8)
In [398]:
bgdModel = np.zeros((1,65),np.float64)
fgdModel = np.zeros((1,65),np.float64)
In [399]:
rect = (50,50,150,200)
cv2.grabCut(img,mask,rect,bgdModel,fgdModel,5,cv2.GC_INIT_WITH_RECT)
In [400]:
mask2 = np.where((mask==2)|(mask==0),0,1).astype('uint8')
img = img*mask2[:,:,np.newaxis]
In [401]:
plt.imshow(img)
Out[401]:
<matplotlib.image.AxesImage at 0x13dd1dd10>
In [412]:
folder = '{}/*.jpg'.format(input_folder)
file_list = glob.glob(folder)
In [413]:
file_list
Out[413]:
['test_img/ANGEL-325500130901-5.jpg',
'test_img/ANGEL-621400250101-5.jpg',
'test_img/ANGEL-621401661304-5.jpg',
'test_img/ANGEL-621401741203-5.jpg',
'test_img/ANGEL-621401760901-5.jpg',
'test_img/ANGEL-621401890101-5.jpg',
'test_img/ANGEL-6214020T0805-5.jpg',
'test_img/ANGEL-621402131304-5.jpg',
'test_img/ANGEL-621402220501-5.jpg',
'test_img/ANGEL-621403120101-5.jpg',
'test_img/ANGEL-621403450301-5.jpg',
'test_img/ANGEL-621403761304-5.jpg',
'test_img/ANGEL-621403851304-5.jpg',
'test_img/ANGEL-621404021227-5.jpg',
'test_img/ANGEL-621404190101-5.jpg',
'test_img/ANGEL-621404281304-5.jpg',
'test_img/ANGEL-621406830101-5.jpg',
'test_img/ANGEL-621407660701-5.jpg',
'test_img/ANGEL-621407670301-5.jpg',
'test_img/ANGELCITIZ-621308290602-5.jpg',
'test_img/S-531401300101-5.jpg',
'test_img/S-531402050614-5.jpg',
'test_img/S-531402140501-5.jpg',
'test_img/S-531402491203-5.jpg',
'test_img/S-531402591104-5.jpg',
'test_img/S-531402771215-5.jpg']
In [31]:
def file_loader(folder_path, file_type):
'''
Parameters:
-----------
folder_path: str
path of the input folder
file_type: str
type of files of interest
Return:
-------
file_list: list
List of absolute path of files within input folder
'''
curwd = os.getcwd()
ab_path = curwd + '/' + folder_path
folder = '{}/*.{}'.format(ab_path, file_type)
file_list = glob.glob(folder)
return file_list
In [6]:
def br_grabcut(input_folder='test_img', output_folder='br_img'):
'''
Parameters:
-----------
input_folder: str
The path of input folder
output_folder: str
The path of output folder
Returns:
--------
Generate imags with background removed with grabcut algorithm.
'''
file_in_list = file_loader(input_folder, 'jpg')
try:
os.makedirs(output_folder)
except OSError:
if not os.path.isdir(output_folder):
raise
for img_in_path in file_in_list:
img = cv2.imread(img_in_path)
mask = np.zeros(img.shape[:2],np.uint8)
bgdModel = np.zeros((1,65),np.float64)
fgdModel = np.zeros((1,65),np.float64)
rect = (35,50,165,250)
cv2.grabCut(img,mask,rect,bgdModel,fgdModel,5,cv2.GC_INIT_WITH_RECT)
mask2 = np.where((mask==2)|(mask==0),0,1).astype('uint8')
img = img*mask2[:,:,np.newaxis]
cv2.imwrite(output_folder + '/' +
img_in_path[len(input_folder)+1:], img)
In [61]:
def layer_feature_extraction(input_folder='br_img',
model='ResNet50', layer_name='avg_pool'):
'''
Parameters:
-----------
input_folder: str
The path of input folder
model: str
The name of pre-trained CNN model
layer_name: str
The name of layer which we want to extract features from
Returns:
--------
feature_list: dict
key: The name of image file
value: The list of extracted features of images within input folder
'''
if model == 'ResNet50':
base_model = ResNet50(include_top=False, weights='imagenet')
elif model == 'VGG16':
base_model = VGG16(include_top=False, weights='imagenet')
target_size
else:
base_model = VGG19(include_top=False, weights='imagenet')
model = Model(input=base_model.input,
output=base_model.get_layer(layer_name).output)
feature_list = {}
file_in_list = file_loader(input_folder, 'jpg')
for img_in_path in file_in_list:
img = image.load_img(img_in_path, target_size=(224, 224))
x = image.img_to_array(img)
x = np.expand_dims(x, axis=0)
x = preprocess_input(x)
layer_features = model.predict(x)
flattened_list = list(itertools.chain(*layer_features.tolist()[0][0]))
feature_list[img_in_path] = flattened_list
return feature_list
In [85]:
result_original = layer_feature_extraction(input_folder='original_img')
K.image_dim_ordering: tf
/Users/Walkon302/anaconda/lib/python2.7/site-packages/ipykernel/__main__.py:27: UserWarning: Update your `Model` call to the Keras 2 API: `Model(outputs=Tensor("av..., inputs=Tensor("in...)`
In [70]:
import pandas as pd
In [71]:
r_br = pd.DataFrame(result_br)
In [74]:
r_br_t = r_br.transpose()
In [77]:
In [86]:
r_or = pd.DataFrame(result_original)
In [87]:
r_or_t = r_or.transpose()
In [89]:
r_or_t.to_pickle('original_features.pkl')
In [88]:
r_or_t.shape
Out[88]:
(505, 2048)
In [84]:
r_br_t.shape
Out[84]:
(505, 2048)
In [174]:
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In [64]:
os.getcwd()
Out[64]:
'/Users/Walkon302/Google Drive/CDIPS_Recommender'
In [7]:
from os import chdir
chdir('/Users/Walkon302/Google Drive/CDIPS_Recommender')
from lib.resnet50 import ResNet50
In [9]:
from os import chdir
chdir('/Users/Walkon302/Google Drive/CDIPS_Recommender')
import numpy as np
from lib.resnet50 import ResNet50
from keras.preprocessing import image
from lib.imagenet_utils import preprocess_input
from keras.models import Model
In [16]:
os.getcwd()
Out[16]:
'/Users/Walkon302/Google Drive/CDIPS_Recommender'
In [ ]:
/Users/Walkon302/Google Drive/CDIPS_Recommender/br_img/ANGEL-6214020T0805-5.jpg
In [13]:
base_model = ResNet50(include_top=False, weights='imagenet')
model = Model(input=base_model.input, output=base_model.get_layer('avg_pool').output)
K.image_dim_ordering: tf
/Users/Walkon302/anaconda/lib/python2.7/site-packages/ipykernel/__main__.py:2: UserWarning: Update your `Model` call to the Keras 2 API: `Model(outputs=Tensor("av..., inputs=Tensor("in...)`
from ipykernel import kernelapp as app
In [17]:
#img_path = '1360x.jpeg'
img_path = '/Users/Walkon302/Google Drive/CDIPS_Recommender/br_img/ANGEL-6214020T0805-5.jpg'
img = image.load_img(img_path, target_size=(224, 224))
In [19]:
x = image.img_to_array(img)
x = np.expand_dims(x, axis=0)
x = preprocess_input(x)
In [20]:
block4_pool_features = model.predict(x)
In [21]:
import itertools
flattened_list = list(itertools.chain(*block4_pool_features.tolist()[0][0]))
for item in flattened_list: print item
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0.51297980547
0.558540821075
1.0376843214
0.0
0.0501729846001
0.0239858645946
0.0254997573793
0.125425741076
0.782594621181
0.866013646126
2.10074591637
0.0179328974336
0.0138802658767
0.082997597754
0.313293159008
0.0397135950625
0.212135761976
0.91529160738
0.943026900291
0.217822402716
0.727877378464
0.075444675982
0.00517866946757
0.626700222492
0.154954895377
0.274466872215
0.0
0.139808923006
0.0127465091646
3.13542461395
1.24104559422
0.865671217442
0.0
0.615812003613
0.0207651145756
0.117501601577
0.0
0.41563886404
1.30002856255
0.909370720387
0.22117061913
0.802689552307
0.230162993073
0.0290473718196
0.328084051609
0.0
0.0
0.653435230255
0.00798266753554
0.03504377231
0.0394832640886
0.389201581478
0.0421280488372
2.65958547592
0.176193028688
0.0365456230938
0.222420796752
0.0182209350169
0.203622967005
0.0300999134779
0.0857158973813
0.0977405980229
0.766295850277
0.00809691380709
0.119023829699
0.00800283625722
0.309147179127
0.92835688591
0.0308109261096
0.0
0.140264302492
0.143133625388
0.0972340628505
0.0926500037313
0.198103964329
0.0275852903724
0.665189564228
0.0158318579197
0.0272356439382
1.43050098419
0.0129077387974
0.159597381949
1.16910684109
0.0564844235778
1.49745023251
0.807107031345
0.00683499500155
0.112771131098
0.00975141022354
0.0673835650086
0.0169258378446
0.0113419182599
0.143810003996
0.470232158899
0.0566957145929
0.707853972912
0.423429518938
0.178848028183
0.00533853005618
0.558908045292
0.283094376326
1.42031538486
0.032020881772
0.839328527451
0.0146218854934
0.0
2.78081774712
0.349191516638
0.0
0.40343144536
0.158447265625
1.33693897724
0.220086485147
0.105344422162
0.459639757872
1.01838648319
0.183988451958
0.214536875486
0.0975300371647
0.0566234067082
0.696177423
3.00068902969
0.622788906097
6.83998775482
0.0395591333508
2.13703322411
1.25278711319
0.0286646150053
0.155083477497
0.247310429811
1.1429284811
0.00599267752841
0.20606328547
0.113695695996
0.00996210426092
0.00143062334973
0.0414600260556
2.74478244781
1.9574893713
0.0366183444858
0.507496476173
0.0101394541562
0.160599008203
0.215152591467
0.313365399837
0.105159811676
0.0
0.0272839646786
0.0
0.0
0.254447638988
0.0
0.357729375362
1.03041124344
0.0756883695722
0.102042101324
1.85965263844
0.508861422539
0.546985328197
0.246384039521
0.0260575525463
0.144955143332
0.0397262834013
0.0325094349682
0.0643445402384
0.457528591156
0.00274841766804
1.06789565086
0.0263815484941
0.0620210915804
4.68614161946e-05
0.653605699539
0.31314727664
0.409292459488
0.0854361578822
0.416452825069
0.300593137741
0.13326792419
0.0
0.0326287783682
0.00821032375097
0.526292324066
0.523363769054
1.13163197041
0.762973248959
0.515832304955
0.245639562607
0.00337050389498
0.0917166098952
0.0243475995958
0.0
0.593845665455
0.0
0.00955321639776
0.0
0.0604670494795
0.333595633507
0.288970381021
0.0759909078479
0.0527637675405
0.0
0.881376385689
0.45500344038
0.0536923222244
0.144728541374
0.0
0.204289004207
0.288761913776
0.457204222679
0.230249255896
0.957157075405
0.417592018843
0.0
0.0616786517203
0.26460698247
0.34556889534
0.0338168889284
0.138125434518
1.91181194782
0.210160300136
0.45083501935
0.0227793119848
0.044612582773
0.0602469407022
0.511669039726
0.0161038469523
0.650450646877
0.183035954833
0.0817450731993
0.363422751427
0.62292265892
0.247837632895
1.64800739288
0.262232452631
0.179778024554
1.08747982979
0.365883409977
0.244540765882
0.22817927599
0.0
0.0
0.306428819895
0.178682684898
0.0
0.15565598011
2.92568993568
0.0179425682873
0.724399983883
0.031894415617
1.43044388294
0.11571379751
0.0
0.0596564933658
0.519562363625
0.238917455077
0.071270853281
0.0
0.201816797256
0.0815870836377
0.0210369601846
0.0
0.36638173461
0.0157197248191
0.478321224451
0.0985879823565
1.38755846024
0.0274694282562
0.00469356728718
0.204127371311
1.47616875172
0.174491450191
0.314873039722
0.454657524824
0.130563214421
0.849725425243
0.0
0.392870754004
1.13188064098
6.49410247803
0.230057522655
0.0
0.0
0.270124465227
0.1801892519
0.50619661808
0.0603092461824
0.0
0.124402649701
0.0254574753344
1.18303155899
0.151110500097
0.053134508431
0.0434433110058
0.0552651546896
0.713394224644
0.0101791471243
0.0456130765378
0.310561925173
0.00810592062771
0.130283027887
0.408680200577
0.0019425956998
0.044445630163
0.860038340092
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0.120113685727
0.207621574402
0.174714744091
0.90123718977
0.2105820328
0.16386885941
0.485491067171
0.389859348536
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0.291518837214
0.184579104185
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0.0539856702089
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0.689716756344
0.20515434444
0.194603040814
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0.0987388938665
0.159366860986
0.0379453636706
0.123157441616
0.192598134279
0.0911029502749
0.0187523216009
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1.27460622787
0.179425552487
0.144285604358
0.478309929371
0.102198064327
1.62766718864
0.168252304196
0.0
0.332434117794
0.834316968918
0.00353916082531
0.126028105617
0.134682819247
1.92796516418
0.000207954522921
In [25]:
for i in block4_pool_features[0][0][0]:
print i
0.468579
1.21702
0.724552
0.346554
0.538345
0.195759
0.133528
0.0807056
0.368626
0.309595
0.0395324
0.181178
0.0234082
0.483136
0.0
0.124973
0.118605
0.0793226
0.00631992
0.302952
0.424712
0.125175
0.723711
0.0384804
0.285081
0.092126
0.0882494
0.0113293
0.908519
0.00101142
0.0
0.432212
0.817627
1.97061
0.132474
0.12783
0.136798
2.54092
0.458299
0.0
0.879987
0.00211896
0.0030268
0.0
1.37667
0.183272
1.27492
3.62247
0.0941401
0.611148
0.14848
0.430558
0.563566
0.615735
0.181802
0.188198
0.290948
0.0984578
0.295865
0.376287
0.133661
0.278004
0.00930388
2.56079
0.351544
0.372673
0.403079
0.602956
0.00171717
0.202947
1.55796
0.505302
0.0
0.179728
0.241728
0.106313
0.263381
0.0160072
0.727945
0.00520949
0.102198
0.0
0.69295
0.269952
0.484408
0.287933
0.0906218
0.499242
0.0
0.0
0.075894
0.369271
0.554438
0.0316874
0.143924
0.0
0.0455156
0.273977
0.16952
0.0
0.220401
3.29086
0.0
0.0
0.0208024
0.366604
0.601975
0.0140374
0.265732
0.574439
0.0
1.02061
0.220429
0.0
0.00554051
0.283833
0.0
0.0139121
0.375978
0.644087
0.0
0.113133
0.0
0.00116889
0.1239
0.200562
0.510256
0.385242
0.38263
0.589406
0.207913
0.000102477
1.30389
0.611477
0.0
0.120198
1.02461
0.021154
1.10964
0.399651
0.0605771
0.036425
0.487738
0.51367
0.0373858
0.110244
0.430232
0.445374
0.950714
0.241365
0.00477681
0.67238
0.0
0.16341
1.06334
2.12549
0.108331
0.256971
0.109007
0.3045
0.946064
0.0
0.154753
0.383578
0.412963
0.0786184
0.0121575
0.126193
0.397534
0.348235
1.06538
0.312821
0.129723
0.153882
0.0323882
0.786192
0.00277694
0.0116427
0.438597
0.407511
0.827329
0.00989933
0.0
0.515187
0.00815428
0.0248542
0.0731566
0.0
0.530306
0.00730935
0.300041
1.41142
0.218547
0.674881
0.109395
0.17031
0.689144
0.498203
0.421509
0.0392592
0.106581
0.132706
0.00820176
0.628395
0.100875
0.9586
0.000701792
0.179387
0.56506
0.0251253
0.218103
1.14581
0.0593938
0.104669
0.194282
0.907366
1.7627
0.442023
0.0
0.0663752
0.76777
2.86197
0.153987
0.0958109
0.614113
0.0703827
0.0305695
0.263789
0.235317
3.90699
0.0
0.00496626
0.351936
0.0
0.0
0.00105881
0.132601
0.424347
0.0792272
0.0
1.12967
0.0538415
0.806702
0.0
1.07489
0.175592
0.148327
0.206025
0.0
1.06417
0.07444
0.0
0.0693252
0.270972
0.739468
0.285876
0.0641728
0.52823
0.0
0.237152
0.74765
0.226733
1.28269
0.0
0.19696
0.0145763
0.311232
0.253948
0.0
0.260604
0.220696
0.152802
2.05499
0.075953
0.148465
0.138314
0.685674
4.54183
0.745664
0.340718
0.0374168
0.0613274
0.0
0.132426
1.52872
1.0147
0.572578
0.154671
0.13563
0.0858365
1.74538
0.0470913
0.0
0.119647
0.00207333
0.0743308
0.0500171
0.304679
0.0
0.354946
0.37516
0.0106916
1.2546
0.448134
1.29411
0.733071
0.215308
0.0126339
0.125874
1.95289
0.217289
0.960821
1.03178
0.251886
0.0108889
0.257767
0.0
1.33936
0.00297536
0.6935
1.32306
0.197478
0.131105
0.505267
0.0301079
0.0
0.470827
0.0
0.0382262
0.815646
0.253022
0.0
0.127516
0.457353
0.0958588
0.65404
1.18961
0.134963
1.40209
1.22833
0.0643598
0.44522
0.0905351
0.360502
0.193031
0.331172
0.122331
0.780698
0.419776
0.127304
0.016903
0.778455
0.0505451
1.24315
0.0
0.0945291
0.247078
0.232936
0.87331
0.120643
0.138685
0.827441
0.0897482
0.529548
2.39285
0.00445094
2.59841
0.12381
0.089148
0.0
0.216764
0.00842805
0.000366595
0.24795
0.0225523
0.00175994
0.297715
0.0953906
0.263267
0.0
0.0
8.84095e-06
0.0782265
0.000177819
0.729988
0.212113
1.41922
0.0184135
0.0527254
0.257757
0.000718774
0.139284
2.42212
0.186114
0.404251
0.0977402
0.0
0.0989485
0.19429
0.0312487
1.13668
0.0390086
0.140801
0.762001
0.311403
0.070848
0.026124
0.334611
0.0214168
0.0
0.0638738
0.0910863
0.243955
0.181488
0.0
0.0
0.0609276
0.403225
0.111573
0.0028865
0.0
0.259576
0.734874
1.21273
0.218521
0.122634
0.0965394
1.27358
0.00295867
0.073847
0.015723
0.0
0.579978
0.0
0.0
0.00919519
0.0373213
1.43703
0.0298821
0.0977127
0.184756
0.210092
0.05468
0.115802
0.174013
0.00197675
1.62931
0.999437
0.636714
0.882711
0.582508
0.492595
0.307004
0.000113165
0.0599709
0.21192
0.0
0.0981218
0.101632
0.433712
3.47475
0.0303321
0.0462923
0.0
0.392427
0.772802
0.0246379
0.874408
1.47739
0.0
0.135412
1.33654
0.0871387
2.97979
0.656044
0.847153
0.156837
0.0896482
0.0788303
0.401285
0.0
0.410082
0.232984
0.0301303
0.432662
1.02772
0.927895
0.27053
0.278636
0.528609
0.151544
0.448878
0.0
0.0578109
1.8859
0.295685
0.0
0.0
0.0
0.0666908
0.0827894
0.00987883
0.0788491
0.0178677
1.28215
0.583484
1.19851
0.52399
0.0101519
0.263077
0.0848277
0.488274
0.795597
0.0621139
0.243009
0.55584
0.285318
0.0245814
0.0684502
0.320201
0.0915299
0.186798
0.0
0.335055
0.0822138
0.413077
2.07957
0.0582375
0.0
2.76585
0.0
0.699316
0.28548
0.457865
1.32822
0.0
0.109026
0.63173
0.842963
0.541437
0.659565
0.0173336
0.148728
0.68223
0.140557
0.1599
0.318952
0.00592011
0.0610588
0.238336
0.0
0.151685
1.03587
0.568889
0.000711538
0.510585
0.0
0.177353
0.410822
0.700598
0.127411
0.122419
0.790469
0.177708
0.136636
0.24672
0.0130307
0.132988
0.152627
0.313295
0.00968441
0.11648
0.203769
0.619514
0.543937
0.163698
0.544595
0.0519664
0.266381
0.936525
0.068875
0.0
0.653173
0.134141
0.243801
0.0334799
0.631398
0.731162
0.652738
0.017074
4.22341e-06
0.059745
0.300429
0.465907
0.0
0.264451
0.0
0.421933
0.0124733
1.12808
1.76146
0.0451971
0.0635276
0.0745537
0.0893977
0.411646
0.330326
0.463237
0.29702
1.75
0.0
0.378045
0.338347
0.0215198
0.0407835
0.0414414
0.0259532
1.19016
0.54064
0.339507
0.21307
0.0
1.12302
0.529894
0.273694
0.448334
0.211897
0.0
0.0799306
0.0196947
0.0417432
0.0246579
0.0302013
0.0541536
0.00844035
0.0
0.133538
0.00810988
0.646622
0.705371
1.45974
0.0613224
1.56332
0.0229333
0.200459
1.04256
3.79822
0.0229056
0.0861652
0.0
0.1803
0.269116
0.145144
0.0544855
1.5256
0.00407063
0.587533
0.0154597
0.352115
0.0
0.368154
0.339301
0.278113
0.588032
0.00444765
0.0131782
0.171263
0.482922
0.460173
0.0
0.0
0.317148
0.0479271
1.39172
0.050164
0.776559
0.0580059
0.425391
0.215957
0.0120466
0.544872
0.0
0.0987581
0.749007
0.0
0.716253
0.0605426
0.156475
0.17695
0.0501341
0.518362
0.030164
0.0
1.59873
0.000110259
1.20298
1.10425
0.258655
0.0442958
0.36987
0.192402
0.159927
0.153179
0.0919358
0.0
0.295031
0.149208
0.00513707
0.264054
0.0109847
0.32904
0.0858417
0.217452
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0.218726
0.0337729
0.11022
0.0992753
0.466391
0.2443
0.0725238
0.465291
0.00277966
0.04123
0.0
0.475984
0.0358337
1.51817
0.0781429
2.21376
0.696739
0.105326
0.121429
0.794956
0.794664
0.200397
1.61618
0.88834
0.0473454
0.593161
0.0084887
0.716674
0.76543
0.346672
0.436664
0.0148931
0.0
2.06315
0.0838676
0.157458
2.97795
0.649052
0.0036175
0.0399164
0.00220134
0.00499634
0.800478
0.0118859
0.0231301
0.190077
0.61096
0.0937459
0.90173
0.0410837
0.231402
0.0343052
0.0
1.75852
0.0
0.954049
0.0542877
0.246141
0.132895
0.625176
0.899241
1.15669
1.94559
0.0552111
0.0
0.127228
0.0153475
1.03938
0.282258
0.105098
0.132934
0.083888
0.418339
0.590063
0.116075
0.121731
0.0245332
0.0
0.564168
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In [26]:
block4_pool_features
Out[26]:
array([[[[ 4.68579352e-01, 1.21701586e+00, 7.24552155e-01, ...,
1.34682819e-01, 1.92796516e+00, 2.07954523e-04]]]], dtype=float32)
In [7]:
br_grabcut('original_img', 'br_original_img')
In [90]:
ori = pd.read_pickle('original_features.pkl')
In [91]:
br = pd.read_pickle('br_features.pkl')
In [92]:
import seaborn as sns
In [93]:
ori
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505 rows × 2048 columns
In [97]:
from sklearn.manifold.t_sne import TSNE
In [109]:
model = TSNE(n_components=2, random_state=0)
ori_t = pd.DataFrame(model.fit_transform(ori))
In [110]:
br_t = pd.DataFrame(model.fit_transform(br))
In [119]:
sns.regplot(x = 'a1', y = 'a2', data = br_t, fit_reg = False)
Out[119]:
<matplotlib.axes._subplots.AxesSubplot at 0x193658b50>
In [122]:
sns.regplot(x = 'a1', y = 'a2', data = ori_t, fit_reg = False)
Out[122]:
<matplotlib.axes._subplots.AxesSubplot at 0x1936cca10>
In [116]:
br_t.columns = ['a1', 'a2']
In [121]:
ori_t.columns = ['a1', 'a2']
In [142]:
label = ['euro', 'zimmur', 'angel', 'tigrisso', 'pierre', 'tory', 'w', 'motoley', 'medo',
'rubin', 'jiuzi', 'kisscat', 'eminihouse', 'here', 'sc', 'sj', 'oece', 'ms',
'moco', 'masfer', 'lesele', 'ladyangel', 'kldm', 'jwm', 'jefen', 'baiyi']
In [143]:
labels = '|'.join(label)
In [144]:
labels
Out[144]:
'euro|zimmur|angel|tigrisso|pierre|tory|w|motoley|medo|rubin|jiuzi|kisscat|eminihouse|here|sc|sj|oece|ms|moco|masfer|lesele|ladyangel|kldm|jwm|jefen|baiyi'
In [150]:
type(br.index[0])
Out[150]:
str
In [145]:
re.search(labels, br.index[0]).group(0)
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-145-78012873e5a3> in <module>()
----> 1 re.search(labels, br.index[0]).group(0)
AttributeError: 'NoneType' object has no attribute 'group'
In [169]:
re.search(labels, br.index[2][55:].lower()).group(0)
Out[169]:
'angel'
In [160]:
br.index[0][55:]
Out[160]:
'ANGEL-325500130901-5.jpg'
In [172]:
br['label'] = br['file'].apply(lambda x: x[55:].lower())
In [173]:
br
Out[173]:
0
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505 rows × 2050 columns
In [ ]:
a = pd.read_pi
Content source: walkon302/CDIPS_Recommender
Similar notebooks: