-
Notifications
You must be signed in to change notification settings - Fork 24
/
main_gui_shadow_draw_color.py
392 lines (288 loc) · 12 KB
/
main_gui_shadow_draw_color.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
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
from PyQt5.QtWidgets import * #QWidget, QApplication
from PyQt5.QtGui import * #QPainter, QPainterPath
from PyQt5.QtCore import * #Qt
import sys
from PIL import Image
import numpy as np
import time
import cv2
import torch
from ui_shadow_draw.ui_sketch import UISketch
from ui_shadow_draw.ui_recorder import UIRecorder
import qdarkstyle
from ui_shadow_draw.gangate_draw import GANGATEDraw
from ui_shadow_draw.gangate_vis import GANGATEVis
import copy
from data.base_dataset import get_transform
import time
import os
from options.test_options import TestOptions
from data.data_loader import CreateDataLoader
from models.models import create_model
from util.visualizer import Visualizer
from util import html
from util import util
opt = TestOptions().parse()
opt.nThreads = 1 # test code only supports nThreads = 1
opt.batchSize = 1 # test code only supports batchSize = 1
opt.serial_batches = True # no shuffle
opt.no_flip = True # no flip
opt.loadSize=256
transform = get_transform(opt)
model = create_model(opt)
opt2 = copy.deepcopy(opt)
opt2.name = opt.name_pix2pix
opt2.model = opt.model_pix2pix
opt2.ndisc_out_filters = 1
opt2.ndres_down = 4
opt2.ngres = 16
opt2.ndres = 16
opt2.ngf = 64
opt2.ndf = 64
opt2.spectral_G = True
opt2.spectral_D = True
opt2.norm_G = 'instance'
opt2.norm_D = 'instance'
opt2.checkpoints_dir = opt2.checkpoints_dir_pix2pix
opt2.res_op = 'add'
opt2.which_epoch = opt.which_epoch_pix2pix
opt2.shadow = True
opt2.nz = 8
opt2.input_nc = 3
opt2.loadSize = 256
opt2.fineSize = 256
transform_color = get_transform(opt2)
model_color = create_model(opt2)
class GANGATEGui(QWidget):
def __init__(self,win_size= 384 ,img_size = 384):
QWidget.__init__(self)
self.win_size = win_size
self.img_size = img_size
self.drawWidget = GANGATEDraw(win_size=self.win_size,img_size=self.img_size)
self.drawWidget.setFixedSize(win_size,win_size)
self.visWidget_color = GANGATEVis(win_size=self.win_size,img_size=self.img_size,disable_browser=True)
self.visWidget_color.setFixedSize(win_size,win_size)
vbox = QVBoxLayout()
self.drawWidgetBox = QGroupBox()
self.drawWidgetBox.setTitle('Drawing Pad')
vbox_t = QVBoxLayout()
vbox_t.addWidget(self.drawWidget)
self.drawWidgetBox.setLayout(vbox_t)
vbox.addWidget(self.drawWidgetBox)
self.labelId=6
self.bBasketball = QRadioButton("Basketball")
self.bBasketball.setToolTip("This button enables generation of a Basketball")
self.bSoccer = QRadioButton("Soccer")
self.bSoccer.setToolTip("This button enables generation of a Soccer")
self.bWatermelon = QRadioButton("Watermelon")
self.bWatermelon.setToolTip("This button enables generation of a Watermelon")
self.bOrange = QRadioButton("Orange")
self.bOrange.setToolTip("This button enables generation of a Orange")
self.bCookie = QRadioButton("Cookie")
self.bCookie.setToolTip("This button enables generation of a Cookie")
self.bMoon = QRadioButton("Moon")
self.bMoon.setToolTip("This button enables generation of a Moon")
self.bStrawberry = QRadioButton("Strawberry")
self.bStrawberry.setToolTip("This button enables generation of a Strawberry")
self.bPineapple = QRadioButton("Pineapple")
self.bPineapple.setToolTip("This button enables generation of a Pineapple")
self.bCupcake = QRadioButton("Cupcake")
self.bCupcake.setToolTip("This button enables generation of a Cupcake")
self.bChicken = QRadioButton("Fried Chicken")
self.bChicken.setToolTip("This button enables generation of a Chicken")
bhbox = QGridLayout() #QHBoxLayout()
bGroup = QButtonGroup(self)
bGroup.addButton(self.bBasketball)
bGroup.addButton(self.bSoccer)
bGroup.addButton(self.bWatermelon)
bGroup.addButton(self.bOrange)
bGroup.addButton(self.bCookie)
bGroup.addButton(self.bMoon)
bGroup.addButton(self.bStrawberry)
bGroup.addButton(self.bPineapple)
bGroup.addButton(self.bCupcake)
bGroup.addButton(self.bChicken)
bhbox.addWidget(self.bBasketball,0,0)
bhbox.addWidget(self.bSoccer,1,0)
bhbox.addWidget(self.bWatermelon,2,0)
bhbox.addWidget(self.bOrange,3,0)
bhbox.addWidget(self.bCookie,4,0)
bhbox.addWidget(self.bMoon,0,1)
bhbox.addWidget(self.bStrawberry,1,1)
bhbox.addWidget(self.bPineapple,2,1)
bhbox.addWidget(self.bCupcake,3,1)
bhbox.addWidget(self.bChicken,4,1)
self.bGenerate = QPushButton('Generate !')
self.bGenerate.setToolTip("This button generates the final image to render")
self.bReset = QPushButton('Reset !')
self.bReset.setToolTip("This button resets the drawing pad !")
self.bRandomize = QPushButton('Dice')
self.bRandomize.setToolTip("This button generates new set of generations the drawing pad !")
self.bMoveStroke = QRadioButton('Move Stroke')
self.bMoveStroke.setToolTip("This button moves the selected stroke on the drawing pad !")
self.bWarpStroke = QRadioButton('Warp Stroke')
self.bWarpStroke.setToolTip("This button warps the selected stroke on the drawing pad !")
self.bDrawStroke = QRadioButton('Draw Stroke')
self.bDrawStroke.setToolTip("This button reverts back to the drawing mode on the drawing pad !")
self.bSelectPatch = QRadioButton('Select Patch')
self.bSelectPatch.setToolTip("This button selects patches from the shadows!")
self.bEnableShadows = QCheckBox('Enable Shadows')
self.bEnableShadows.toggle()
hbox = QHBoxLayout()
hbox.addLayout(vbox)
vbox4 = QVBoxLayout()
self.visWidgetBox = QGroupBox()
self.visWidgetBox.setTitle('Generations')
vbox_t4 = QVBoxLayout()
vbox_t4.addWidget(self.visWidget_color)
self.visWidgetBox.setLayout(vbox_t4)
vbox4.addWidget(self.visWidgetBox)
hbox.addLayout(vbox4)
hbox.addLayout(bhbox)
bhbox_controls = QGridLayout()
bhbox_controls.addWidget(self.bReset,0,0)
bhbox_controls.addWidget(self.bRandomize,0,1)
bhbox_controls.addWidget(self.bDrawStroke,0,2)
bhbox_controls.addWidget(self.bMoveStroke,0,3)
bhbox_controls.addWidget(self.bWarpStroke,0,4)
bhbox_controls.addWidget(self.bSelectPatch,0,5)
bhbox_controls.addWidget(self.bEnableShadows,0,6)
hbox.addLayout(bhbox)
controlBox = QGroupBox()
controlBox.setTitle('Controls')
controlBox.setLayout(bhbox_controls)
vbox_final = QVBoxLayout()
vbox_final.addLayout(hbox)
vbox_final.addWidget(controlBox)
self.setLayout(vbox_final)
self.bPineapple.setChecked(True)
self.bDrawStroke.setChecked(True)
self.enable_shadow = True
self.which_shadow_img = 0
self.bBasketball.clicked.connect(self.Basketball)
self.bSoccer.clicked.connect(self.Soccer)
self.bWatermelon.clicked.connect(self.Watermelon)
self.bOrange.clicked.connect(self.Orange)
self.bCookie.clicked.connect(self.Cookie)
self.bMoon.clicked.connect(self.Moon)
self.bStrawberry.clicked.connect(self.Strawberry)
self.bPineapple.clicked.connect(self.Pineapple)
self.bCupcake.clicked.connect(self.Cupcake)
self.bChicken.clicked.connect(self.Chicken)
self.bGenerate.clicked.connect(self.generate)
self.bReset.clicked.connect(self.reset)
self.bRandomize.clicked.connect(self.randomize)
self.bMoveStroke.clicked.connect(self.move_stroke)
self.bWarpStroke.clicked.connect(self.warp_stroke)
self.bDrawStroke.clicked.connect(self.draw_stroke)
self.bSelectPatch.clicked.connect(self.select_patch)
self.bEnableShadows.stateChanged.connect(self.toggle_shadow)
def toggle_shadow(self,state):
if state == Qt.Checked:
self.enable_shadow=True
else:
self.enable_shadow=False
self.drawWidget.cycleShadows()
self.generate()
def Basketball(self):
self.labelId = 0
def Soccer(self):
self.labelId = 7
def Watermelon(self):
self.labelId = 9
def Orange(self):
self.labelId = 5
def Cookie(self):
self.labelId = 2
def Moon(self):
self.labelId = 4
def Strawberry(self):
self.labelId = 8
def Pineapple(self):
self.labelId = 6
def Cupcake(self):
self.labelId = 3
def Chicken(self):
self.labelId = 1
def get_network_input(self):
cv2_scribble = self.drawWidget.getDrawImage()
cv2_scribble = cv2.cvtColor(cv2_scribble,cv2.COLOR_BGR2RGB)
cv2.imwrite('./imgs/current_scribble.jpg',cv2_scribble)
pil_scribble = Image.fromarray(cv2_scribble)
A = transform(pil_scribble)
A=A.resize_(1,opt.input_nc,128,128)
A=A.expand(opt.num_interpolate,opt.input_nc,128,128)
B = A
label = torch.LongTensor([self.labelId])
label = label.expand(opt.num_interpolate)
data = {'A': A,'A_sparse':A,'A_mask':A,
'B': B,'A_paths': '', 'B_paths': '', 'label': label }
return data
def get_network_input_color(self):
pil_scribble = Image.open('imgs/test_%d_L_fake_B_inter.png'%(self.which_shadow_img) ).convert('RGB')
pil_scribble = pil_scribble.resize((256,256),Image.ANTIALIAS)
A = transform_color(pil_scribble)
A=A.resize_(1,3,256,256)
B = A
label = torch.LongTensor([[self.labelId]])
data = {'A': A,'A_sparse':A,'A_mask':A,
'B': B,'A_paths': '', 'B_paths': '', 'label': label }
return data
def generate(self):
data=self.get_network_input()
model.set_input(data)
visuals=model.get_latent_noise_visualization()
image_dir='./imgs'
for label,image_numpy in visuals.items():
image_name='test_%s.png' % (label)
save_path=os.path.join(image_dir,image_name)
util.save_image(image_numpy,save_path)
## convert back from pil image to cv2 image
if self.enable_shadow:
cv2_img = cv2.imread('imgs/test_fake_B_shadow.png')
else:
cv2_img = cv2.imread('imgs/test_%d_L_fake_B_inter.png'%(self.which_shadow_img))
cv2_img = cv2.resize(cv2_img,(self.img_size,self.img_size))
self.drawWidget.setShadowImage(cv2_img)
data = self.get_network_input_color()
model_color.set_input(data)
model_color.test()
visuals = model_color.get_current_visuals()
image_dir = './imgs'
for label,image_numpy in visuals.items():
image_name = 'test_color_%s.png' % (label)
save_path = os.path.join(image_dir,image_name)
util.save_image(image_numpy,save_path)
self.visWidget_color.update_vis('imgs/test_color_fake_B.png')
def cycle_shadow_image(self):
self.which_shadow_img+=1
self.which_shadow_img = self.which_shadow_img%opt.num_interpolate
self.generate()
def get_paste_image(self):
cv2_img = cv2.imread('imgs/test_%d_L_fake_B_inter.png'%(self.which_shadow_img))
cv2_img = cv2.resize(cv2_img,(self.img_size,self.img_size))
return cv2_img
def reset(self):
self.drawWidget.reset()
def move_stroke(self):
self.drawWidget.move_stroke()
def warp_stroke(self):
self.drawWidget.warp_stroke()
def draw_stroke(self):
self.drawWidget.draw_stroke()
def select_patch(self):
self.drawWidget.select_patch()
def randomize(self):
model.randomize_noise()
self.generate()
def scribble(self):
self.drawWidget.scribble()
def erase(self):
self.drawWidget.erase()
if __name__ == '__main__':
app = QApplication(sys.argv)
window = GANGATEGui()
window.setWindowTitle('iSketchNFill')
window.setWindowFlags(window.windowFlags() & ~Qt.WindowMaximizeButtonHint) # fix window siz
window.show()
sys.exit(app.exec_())