-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathpokeGUI.py
274 lines (233 loc) · 11 KB
/
pokeGUI.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
# -*- coding: utf-8 -*-
# Form implementation generated from reading ui file 'poke.ui'
#
# Design created with: PyQt5 UI code generator 5.13.0
#
import re
import sys
import time
import test_rc
import tensorflow
import functions_poke
import webbrowser
from subprocess import Popen, PIPE
from PyQt5.QtCore import QThreadPool,QRunnable, pyqtSignal, pyqtSlot
from PyQt5 import QtCore, QtGui, QtWidgets
from tensorflow.keras.callbacks import TensorBoard
class Ui_PokeIA(object):
def __init__(self):
self.name = "vide"
self.setupUi(PokeIA)
self.threadpool = QThreadPool()
print("Multithreading with maximum %d threads" % self.threadpool.maxThreadCount())
def setupUi(self, PokeIA):
########################
##### CENTRAL VIEW #####
########################
PokeIA.setObjectName("PokeIA")
PokeIA.resize(800, 600)
PokeIA.setMinimumSize(QtCore.QSize(800, 600))
PokeIA.setMaximumSize(QtCore.QSize(800, 600))
PokeIA.setAcceptDrops(True)
icon = QtGui.QIcon()
icon.addPixmap(QtGui.QPixmap("Images/pokeball.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
PokeIA.setWindowIcon(icon)
self.CentralView = QtWidgets.QWidget(PokeIA)
self.CentralView.setObjectName("CentralView")
self.Background = QtWidgets.QLabel(self.CentralView)
self.Background.setGeometry(QtCore.QRect(0, 0, 800, 600))
self.Background.setMinimumSize(QtCore.QSize(800, 600))
self.Background.setMaximumSize(QtCore.QSize(800, 600))
self.Background.setStyleSheet("background-image: url(:/newPrefix/Images/poke_background.png);")
self.Background.setObjectName("Background")
self.DexScreen = QtWidgets.QLabel(self.CentralView)
self.DexScreen.setGeometry(QtCore.QRect(0, 80, 491, 401))
self.DexScreen.setStyleSheet("image: url(:/newPrefix/Images/dexxx.png);")
self.DexScreen.setObjectName("DexScreen")
self.layoutWidget2 = QtWidgets.QWidget(self.CentralView)
self.layoutWidget2.setGeometry(QtCore.QRect(100, 10, 591, 67))
self.layoutWidget2.setObjectName("layoutWidget2")
self.TitleLayout = QtWidgets.QHBoxLayout(self.layoutWidget2)
self.TitleLayout.setContentsMargins(0, 0, 0, 0)
self.TitleLayout.setObjectName("TitleLayout")
self.Logo1 = QtWidgets.QLabel(self.layoutWidget2)
self.Logo1.setStyleSheet("image: url(:/newPrefix/Images/pokeball.png);")
self.Logo1.setText("")
self.Logo1.setObjectName("Logo1")
self.TitleLayout.addWidget(self.Logo1)
self.Title = QtWidgets.QLabel(self.layoutWidget2)
self.Title.setStyleSheet("font: 75 48pt \"Ubuntu Mnono\";\n"
"color: rgb(255, 255, 255);\n"
"border-color: rgb(0, 0, 0);")
self.Title.setObjectName("Title")
self.TitleLayout.addWidget(self.Title)
self.Logo2 = QtWidgets.QLabel(self.layoutWidget2)
self.Logo2.setStyleSheet("image: url(:/newPrefix/Images/pokeball.png);")
self.Logo2.setObjectName("Logo2")
self.TitleLayout.addWidget(self.Logo2)
###### IMAGE POKE ######
self.ImagePoke = QtWidgets.QLabel(self.CentralView)
self.ImagePoke.setGeometry(QtCore.QRect(11, 185, 213, 213))
self.ImagePoke.setObjectName("ImagePoke_")
self.ImagePoke.setContentsMargins(4, 4, 1, 1)
self.ImagePoke.setScaledContents(True)
#self.TitleLayout.addWidget(self.Logo2)
self.ImagePoke.setObjectName("ImagePoke")
###### SPEC POKE ######
self.PokeSpec = QtWidgets.QLabel(self.CentralView)
self.PokeSpec.setGeometry(QtCore.QRect(280, 190, 191, 241))
self.PokeSpec.setObjectName("PokeSpec")
self.PokeSpec.setScaledContents(True)
#self.PokeSpec.setStyleSheet("Background-color: rgb(255,255,255);")
###### LINK Tensorboard ######
self.TensorboardButton = QtWidgets.QCommandLinkButton(self.CentralView)
self.TensorboardButton.setGeometry(QtCore.QRect(610, 540, 177, 41))
self.TensorboardButton.setStyleSheet("font: 75 15pt \"Ubuntu Mono\";\n"
"color: rgb(255, 255, 255);\n"
"border-color: rgb(0, 0, 0);\n"
"background-color: rgb(170, 170, 255);\n"
"")
icon1 = QtGui.QIcon()
icon1.addPixmap(QtGui.QPixmap(":/newPrefix/Images/tensorflow.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
self.TensorboardButton.setIcon(icon1)
self.TensorboardButton.setObjectName("TensorboardButton")
self.TensorboardButton.clicked.connect(self.TensorboardButtonClick)
########################
#### ACTION LAYOUT ####
########################
self.layoutWidget = QtWidgets.QWidget(self.CentralView)
self.layoutWidget.setGeometry(QtCore.QRect(60, 450, 321, 161))
self.layoutWidget.setObjectName("layoutWidget")
self.ActionLayout = QtWidgets.QGridLayout(self.layoutWidget)
self.ActionLayout.setContentsMargins(0, 0, 0, 0)
self.ActionLayout.setObjectName("ActionLayout")
self.status = QtWidgets.QLabel(self.CentralView)
self.status.setGeometry(QtCore.QRect(200, 570, 321, 20))
self.status.setObjectName("status")
self.status.setStyleSheet("color: rgb(255, 255, 255);")
self.status.setText("")
self.TrainButton = QtWidgets.QPushButton(self.layoutWidget)
self.TrainButton.setStyleSheet("background-color: rgb(170, 170, 255);")
self.TrainButton.setObjectName("TrainButton")
self.TrainButton.clicked.connect(self.TrainButtonClick)
self.ActionLayout.addWidget(self.TrainButton, 0, 1, 1, 1)
self.TestButton = QtWidgets.QPushButton(self.layoutWidget)
self.TestButton.setStyleSheet("background-color: rgb(170, 170, 255);")
self.TestButton.setObjectName("TestButton")
self.TestButton.clicked.connect(self.TestButtonClick)
self.ActionLayout.addWidget(self.TestButton, 0, 2, 1, 1)
self.pushButton = QtWidgets.QPushButton(self.layoutWidget)
self.pushButton.setStyleSheet("background-color: rgb(170, 170, 255);")
self.pushButton.setObjectName("pushButton")
self.pushButton.clicked.connect(self.LoadImage)
self.ActionLayout.addWidget(self.pushButton, 0, 0, 1, 1)
#self.ProgressBar = QtWidgets.QProgressBar(self.layoutWidget)
#self.ProgressBar.setStyleSheet("background-color: rgb(70, 63, 88);\n"
#"font: 75 11pt \"Ubuntu Mono\";")
#self.ProgressBar.setProperty("value", 0)
#self.ProgressBar.setObjectName("ProgressBar")
#self.ActionLayout.addWidget(self.ProgressBar, 1, 0, 1, 3)
########################
## MODEL NAME LAYOUT ##
########################
self.layoutWidget1 = QtWidgets.QWidget(self.CentralView)
self.layoutWidget1.setGeometry(QtCore.QRect(510, 150, 251, 91))
self.layoutWidget1.setObjectName("layoutWidget1")
self.ModelNameLayout = QtWidgets.QHBoxLayout(self.layoutWidget1)
self.ModelNameLayout.setContentsMargins(0, 0, 0, 0)
self.ModelNameLayout.setObjectName("ModelNameLayout")
self.ModelName = QtWidgets.QLabel(self.layoutWidget1)
self.ModelName.setStyleSheet("color: rgb(255, 255, 255);\n"
"border-color: rgb(0, 0, 0);")
self.ModelName.setObjectName("ModelName")
self.ModelNameLayout.addWidget(self.ModelName)
self.InputName = QtWidgets.QLineEdit(self.layoutWidget1)
self.InputName.setText("")
self.InputName.setObjectName("InputName")
self.ModelNameLayout.addWidget(self.InputName)
self.OKButton = QtWidgets.QPushButton(self.layoutWidget1)
self.OKButton.setStyleSheet("background-color: rgb(170, 170, 255);")
self.OKButton.setObjectName("OKButton")
self.OKButton.clicked.connect(self.GetModelName)
self.ModelNameLayout.addWidget(self.OKButton)
##################
## RAISE FORMS ##
##################
self.Background.raise_()
self.layoutWidget.raise_()
self.layoutWidget1.raise_()
self.layoutWidget2.raise_()
self.TensorboardButton.raise_()
self.status.raise_()
self.DexScreen.raise_()
self.PokeSpec.raise_()
self.ImagePoke.raise_()
PokeIA.setCentralWidget(self.CentralView)
self.retranslateUi(PokeIA)
QtCore.QMetaObject.connectSlotsByName(PokeIA)
def GetModelName(self):
self.name = self.InputName.text()
print("The name of your model is ", self.name)
return self.name
def LoadImage(self):
l = QtWidgets.QFileDialog.getOpenFileName(None,'Open File',r"/home/machinelearning/Documents/PokeIA/Dataset")
self.image_path = l[0]
print('Your image is loaded:', self.image_path)
self.ImagePoke.setPixmap(QtGui.QPixmap(self.image_path))
return self.image_path
def TrainButtonClick(self):
self.status.setText("Running...")
self.status.repaint()
functions_poke.TrainModel(self.name)
self.status.setText("Done")
def TestButtonClick(self):
self.label,self.flag = functions_poke.Predic(self.image_path,self.name)
print("Your image is :", self.label)
if self.flag == True:
self.path_spec = 'Images/Spec/Spec_'+ self.label +'.png'
print('ici')
self.PokeSpec.setPixmap(QtGui.QPixmap(self.path_spec))
print("ici")
else:
self.path_spec = 'Images/Spec/AUCUN.png'
self.PokeSpec.setPixmap(QtGui.QPixmap(self.path_spec))
def TensorboardButtonClick(self):
worker = Worker()
self.threadpool.start(worker)
#pipe = Popen("tensorboard --logdir logs/Poke-CNN", shell=True, stdout=PIPE).stdout
#url = pipe.read()
#print(len(url))
#webbroser.open(url)
def retranslateUi(self, PokeIA):
_translate = QtCore.QCoreApplication.translate
PokeIA.setWindowTitle(_translate("PokeIA", "PokeIA"))
self.TensorboardButton.setText(_translate("PokeIA", "Tensorboard"))
self.TrainButton.setText(_translate("PokeIA", "Train"))
self.TestButton.setText(_translate("PokeIA", "Test"))
self.pushButton.setText(_translate("PokeIA", "Browse"))
self.ModelName.setText(_translate("PokeIA", "Name:"))
self.OKButton.setText(_translate("PokeIA", "OK"))
self.Title.setText(_translate("PokeIA", "Poke IA app"))
class Worker(QRunnable):
'''
Worker thread
'''
@pyqtSlot()
def run(self):
'''
Your code goes in this function
'''
print("Thread start")
pipe = Popen("tensorboard --logdir logs/Poke-CNN --port=8008 ", shell=True, stdout=PIPE).communicate()[0]
url = pipe.decode("utf-8")
#url = getouput("tensorboard --logdir logs/Poke-CNN --port=8008 ")
print(url)
#webbrowser.open(url)
print("Thread complete")
if __name__ == "__main__":
app = QtWidgets.QApplication(sys.argv)
PokeIA = QtWidgets.QMainWindow()
ui = Ui_PokeIA()
ui.setupUi(PokeIA)
PokeIA.show()
sys.exit(app.exec_())