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task7.py
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task7.py
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from dimReduction import dimReduction
from PostgresDB import PostgresDB
arg = input("Please enter the home directory for the images "
"(Default: C:\\Users\\pylak\\Documents\\Fall 2019\\MWDB\\Project\\Phase1\\Hands_test2\\) : ")
if arg == '':
arg = 'C:\\Users\\pylak\\Documents\\Fall 2019\\MWDB\\Project\\Phase1\\Hands_test2\\'
dim = dimReduction(arg, '*.jpg')
arg1 = input("Please enter the Subject ID you would want to compare: ")
db = PostgresDB(password='1Idontunderstand', host='localhost',
database='postgres', user='postgres', port=5432)
conn = db.connect()
# Change the database name in case you want to test with a different combination of features and dim
sub_matrix = dim.subMatrix(conn, 'imagedata_m_pca', mat=True)
for idx, sub in enumerate(sub_matrix):
print('\nLatent Semantic {x}'.format(x=idx+1))
for s in sub:
print('Subject: ', s[0])
print('Weight: ', s[1])