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filchy_visualizer.py
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from PyQt5 import QtCore, QtGui, QtWidgets
import matplotlib.pyplot as plt
class filchy_layers(object):
def setupUi(self, MainWindow, activations):
self.activations = activations
MainWindow.setObjectName("MainWindow")
MainWindow.setFixedSize(622, 291)
MainWindow.setGeometry(800, 331, 622, 291)
self.centralwidget = QtWidgets.QWidget(MainWindow)
self.centralwidget.setObjectName("centralwidget")
self.pushButton1 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton1.setGeometry(QtCore.QRect(50, 10, 91, 31))
self.pushButton1.setObjectName("pushButton1")
self.pushButton2 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton2.setGeometry(QtCore.QRect(50, 50, 91, 31))
self.pushButton2.setObjectName("pushButton2")
self.pushButton3 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton3.setGeometry(QtCore.QRect(50, 90, 91, 31))
self.pushButton3.setObjectName("pushButton3")
self.pushButton4 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton4.setGeometry(QtCore.QRect(50, 130, 91, 31))
self.pushButton4.setObjectName("pushButton4")
self.pushButton5 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton5.setGeometry(QtCore.QRect(50, 170, 91, 31))
self.pushButton5.setObjectName("pushButton5")
self.pushButton6 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton6.setGeometry(QtCore.QRect(50, 210, 91, 31))
self.pushButton6.setObjectName("pushButton6")
self.pushButton7 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton7.setGeometry(QtCore.QRect(160, 10, 91, 31))
self.pushButton7.setObjectName("pushButton7")
self.pushButton8 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton8.setGeometry(QtCore.QRect(160, 50, 91, 31))
self.pushButton8.setObjectName("pushButton8")
self.pushButton9 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton9.setGeometry(QtCore.QRect(160, 90, 91, 31))
self.pushButton9.setObjectName("pushButton9")
self.pushButton10 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton10.setGeometry(QtCore.QRect(160, 130, 91, 31))
self.pushButton10.setObjectName("pushButton10")
self.pushButton11 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton11.setGeometry(QtCore.QRect(160, 170, 91, 31))
self.pushButton11.setObjectName("pushButton11")
self.pushButton12 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton12.setGeometry(QtCore.QRect(160, 210, 91, 31))
self.pushButton12.setObjectName("pushButton12")
self.pushButton13 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton13.setGeometry(QtCore.QRect(270, 10, 91, 31))
self.pushButton13.setObjectName("pushButton13")
self.pushButton14 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton14.setGeometry(QtCore.QRect(270, 50, 91, 31))
self.pushButton14.setObjectName("pushButton14")
self.pushButton15 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton15.setGeometry(QtCore.QRect(270, 90, 91, 31))
self.pushButton15.setObjectName("pushButton15")
self.pushButton16 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton16.setGeometry(QtCore.QRect(270, 130, 91, 31))
self.pushButton16.setObjectName("pushButton16")
self.pushButton17 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton17.setGeometry(QtCore.QRect(270, 170, 91, 31))
self.pushButton17.setObjectName("pushButton17")
self.pushButton18 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton18.setGeometry(QtCore.QRect(270, 210, 91, 31))
self.pushButton18.setObjectName("pushButton18")
self.pushButton19 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton19.setGeometry(QtCore.QRect(380, 10, 91, 31))
self.pushButton19.setObjectName("pushButton19")
self.pushButton20 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton20.setGeometry(QtCore.QRect(380, 50, 91, 31))
self.pushButton20.setObjectName("pushButton20")
self.pushButton21 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton21.setGeometry(QtCore.QRect(380, 90, 91, 31))
self.pushButton21.setObjectName("pushButton21")
self.pushButton22 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton22.setGeometry(QtCore.QRect(380, 130, 91, 31))
self.pushButton22.setObjectName("pushButton22")
self.pushButton23 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton23.setGeometry(QtCore.QRect(380, 170, 91, 31))
self.pushButton23.setObjectName("pushButton23")
self.pushButton24 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton24.setGeometry(QtCore.QRect(380, 210, 91, 31))
self.pushButton24.setObjectName("pushButton24")
self.pushButton25 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton25.setGeometry(QtCore.QRect(490, 10, 91, 31))
self.pushButton25.setObjectName("pushButton25")
self.pushButton26 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton26.setGeometry(QtCore.QRect(490, 50, 91, 31))
self.pushButton26.setObjectName("pushButton26")
MainWindow.setCentralWidget(self.centralwidget)
self.menubar = QtWidgets.QMenuBar(MainWindow)
self.menubar.setGeometry(QtCore.QRect(0, 0, 622, 26))
self.menubar.setObjectName("menubar")
MainWindow.setMenuBar(self.menubar)
self.statusbar = QtWidgets.QStatusBar(MainWindow)
self.statusbar.setObjectName("statusbar")
MainWindow.setStatusBar(self.statusbar)
self.retranslateUi(MainWindow)
QtCore.QMetaObject.connectSlotsByName(MainWindow)
self.pushButton1.clicked.connect(lambda x:self.click(1))
self.pushButton2.clicked.connect(lambda x:self.click(2))
self.pushButton3.clicked.connect(lambda x:self.click(3))
self.pushButton4.clicked.connect(lambda x:self.click(4))
self.pushButton5.clicked.connect(lambda x:self.click(5))
self.pushButton6.clicked.connect(lambda x:self.click(6))
self.pushButton7.clicked.connect(lambda x:self.click(7))
self.pushButton8.clicked.connect(lambda x:self.click(8))
self.pushButton9.clicked.connect(lambda x:self.click(9))
self.pushButton10.clicked.connect(lambda x:self.click(10))
self.pushButton11.clicked.connect(lambda x:self.click(11))
self.pushButton12.clicked.connect(lambda x:self.click(12))
self.pushButton13.clicked.connect(lambda x:self.click(13))
self.pushButton14.clicked.connect(lambda x:self.click(14))
self.pushButton15.clicked.connect(lambda x:self.click(15))
self.pushButton16.clicked.connect(lambda x:self.click(16))
self.pushButton17.clicked.connect(lambda x:self.click(17))
self.pushButton18.clicked.connect(lambda x:self.click(18))
self.pushButton19.clicked.connect(lambda x:self.click(19))
self.pushButton20.clicked.connect(lambda x:self.click(20))
self.pushButton21.clicked.connect(lambda x:self.click(21))
self.pushButton22.clicked.connect(lambda x:self.click(22))
self.pushButton23.clicked.connect(lambda x:self.click(23))
self.pushButton24.clicked.connect(lambda x:self.click(24))
self.pushButton25.clicked.connect(lambda x:self.click(25))
self.pushButton26.clicked.connect(lambda x:self.click(26))
def click(self, i):
if self.activations is not None:
activation = self.activations[i]
activation_index = 0
row_size, col_size = 3, 3
fig, ax = plt.subplots(row_size, col_size, figsize=(row_size*1.8,col_size*1.8))
for row in range(0,row_size):
for col in range(0,col_size):
ax[row][col].imshow(activation[0, :, :, activation_index], cmap='gray')
activation_index += 1
plt.show()
def retranslateUi(self, MainWindow):
_translate = QtCore.QCoreApplication.translate
MainWindow.setWindowTitle(_translate("MainWindow", "kaggle_layers"))
self.pushButton1.setText(_translate("MainWindow", "Layer 1"))
self.pushButton2.setText(_translate("MainWindow", "Layer 2"))
self.pushButton3.setText(_translate("MainWindow", "Layer 3"))
self.pushButton4.setText(_translate("MainWindow", "Layer 4"))
self.pushButton5.setText(_translate("MainWindow", "Layer 5"))
self.pushButton6.setText(_translate("MainWindow", "Layer 6"))
self.pushButton7.setText(_translate("MainWindow", "Layer 7"))
self.pushButton8.setText(_translate("MainWindow", "Layer 8"))
self.pushButton9.setText(_translate("MainWindow", "Layer 9"))
self.pushButton10.setText(_translate("MainWindow", "Layer 10"))
self.pushButton11.setText(_translate("MainWindow", "Layer 11"))
self.pushButton12.setText(_translate("MainWindow", "Layer 12"))
self.pushButton13.setText(_translate("MainWindow", "Layer 13"))
self.pushButton14.setText(_translate("MainWindow", "Layer 14"))
self.pushButton15.setText(_translate("MainWindow", "Layer 15"))
self.pushButton16.setText(_translate("MainWindow", "Layer 16"))
self.pushButton17.setText(_translate("MainWindow", "Layer 17"))
self.pushButton18.setText(_translate("MainWindow", "Layer 18"))
self.pushButton19.setText(_translate("MainWindow", "Layer 19"))
self.pushButton20.setText(_translate("MainWindow", "Layer 20"))
self.pushButton21.setText(_translate("MainWindow", "Layer 21"))
self.pushButton22.setText(_translate("MainWindow", "Layer 22"))
self.pushButton23.setText(_translate("MainWindow", "Layer 23"))
self.pushButton24.setText(_translate("MainWindow", "Layer 24"))
self.pushButton25.setText(_translate("MainWindow", "Layer 25"))
self.pushButton26.setText(_translate("MainWindow", "Layer 26"))