Python CNN.get_features 예제들

예제 #1

파일: cnn_for_web.py 프로젝트: Growingluffy/imageQA_web

# -*- coding: utf-8 -*-

from cnn import CNN
import pandas as pd

cnn = CNN()
data = pd.DataFrame()

data['cnn_feature'] = 0
data['cnn_feature'] = data['cnn_feature'].astype(object)

featurelist = cnn.get_features(
    ['/home/seonhoon/Desktop/workspace/ImageQA_Web/tmp/soc.jpg'], layer='fc7')
data.loc[0, 'cnn_feature'] = featurelist[0].flatten()

data.to_pickle('/home/seonhoon/Desktop/workspace/ImageQA_Web/cnn.pkl')

예제 #2

파일: cnn4web.py 프로젝트: seankim902/imageQA

# -*- coding: utf-8 -*-

from cnn import CNN
import pandas as pd


cnn = CNN()
data=pd.DataFrame()

data['cnn_feature']=0
data['cnn_feature']=data['cnn_feature'].astype(object)

featurelist = cnn.get_features(['/home/seonhoon/Desktop/workspace/ImageQA/version_tensorflow/web/images/moodo.jpg'], layer='fc7')
data.loc[0,'cnn_feature']=featurelist[0].flatten()


data.to_pickle('/home/seonhoon/Desktop/workspace/ImageQA/version_tensorflow/web/cnn.pkl')

예제 #3

파일: cnn4web.py 프로젝트: onlyarche/imageQA

# -*- coding: utf-8 -*-

from cnn import CNN
import pandas as pd

cnn = CNN()
data = pd.DataFrame()

data['cnn_feature'] = 0
data['cnn_feature'] = data['cnn_feature'].astype(object)

featurelist = cnn.get_features([
    '/home/seonhoon/Desktop/workspace/ImageQA/version_tensorflow/web/images/moodo.jpg'
],
                               layer='fc7')
data.loc[0, 'cnn_feature'] = featurelist[0].flatten()

data.to_pickle(
    '/home/seonhoon/Desktop/workspace/ImageQA/version_tensorflow/web/cnn.pkl')