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from tkinter import Tk
from PIL import Image, ImageTk
from tkinter.filedialog import askopenfilename
from GUI import View
from Inference import StyleCLIP
import argparse
#%%
class PlayInteractively(): #Controller
'''
followed Model View Controller Design Pattern
controller, model, view
'''
def __init__(self,dataset_name='ffhq'):
self.root = Tk()
self.view=View(self.root)
self.img_ratio=2
self.style_clip=StyleCLIP(dataset_name)
self.view.neutral.bind("<Return>", self.text_n)
self.view.target.bind("<Return>", self.text_t)
self.view.alpha.bind('<ButtonRelease-1>', self.ChangeAlpha)
self.view.beta.bind('<ButtonRelease-1>', self.ChangeBeta)
self.view.set_init.bind('<ButtonPress-1>', self.SetInit)
self.view.reset.bind('<ButtonPress-1>', self.Reset)
self.view.bg.bind('<Double-1>', self.open_img)
self.drawn = None
self.view.target.delete(1.0, "end")
self.view.target.insert("end", self.style_clip.target)
#
self.view.neutral.delete(1.0, "end")
self.view.neutral.insert("end", self.style_clip.neutral)
def Reset(self,event):
self.style_clip.GetDt2()
self.style_clip.M.alpha=[0]
self.view.beta.set(self.style_clip.beta)
self.view.alpha.set(0)
img=self.style_clip.GetImg()
img=Image.fromarray(img)
img = ImageTk.PhotoImage(img)
self.addImage_m(img)
def SetInit(self,event):
codes=self.style_clip.GetCode()
self.style_clip.M.dlatent_tmp=[tmp[:,0] for tmp in codes]
print('set init')
def ChangeAlpha(self,event):
tmp=self.view.alpha.get()
self.style_clip.M.alpha=[float(tmp)]
img=self.style_clip.GetImg()
print('manipulate one')
img=Image.fromarray(img)
img = ImageTk.PhotoImage(img)
self.addImage_m(img)
def ChangeBeta(self,event):
tmp=self.view.beta.get()
self.style_clip.beta=float(tmp)
img=self.style_clip.GetImg()
print('manipulate one')
img=Image.fromarray(img)
img = ImageTk.PhotoImage(img)
self.addImage_m(img)
def ChangeDataset(self,event):
dataset_name=self.view.set_category.get()
self.style_clip.LoadData(dataset_name)
self.view.target.delete(1.0, "end")
self.view.target.insert("end", self.style_clip.target)
self.view.neutral.delete(1.0, "end")
self.view.neutral.insert("end", self.style_clip.neutral)
def text_t(self,event):
tmp=self.view.target.get("1.0",'end')
tmp=tmp.replace('\n','')
self.view.target.delete(1.0, "end")
self.view.target.insert("end", tmp)
print('target',tmp,'###')
self.style_clip.target=tmp
self.style_clip.GetDt2()
self.view.beta.set(self.style_clip.beta)
self.view.alpha.set(3)
self.style_clip.M.alpha=[3]
img=self.style_clip.GetImg()
print('manipulate one')
img=Image.fromarray(img)
img = ImageTk.PhotoImage(img)
self.addImage_m(img)
def text_n(self,event):
tmp=self.view.neutral.get("1.0",'end')
tmp=tmp.replace('\n','')
self.view.neutral.delete(1.0, "end")
self.view.neutral.insert("end", tmp)
print('neutral',tmp,'###')
self.style_clip.neutral=tmp
self.view.target.delete(1.0, "end")
self.view.target.insert("end", tmp)
def run(self):
self.root.mainloop()
def addImage(self,img):
self.view.bg.create_image(self.view.width/2, self.view.height/2, image=img, anchor='center')
self.image=img #save a copy of image. if not the image will disappear
def addImage_m(self,img):
self.view.mani.create_image(512, 512, image=img, anchor='center')
self.image2=img
def openfn(self):
filename = askopenfilename(title='open',initialdir='./data/'+self.style_clip.M.dataset_name+'/',filetypes=[("all image format", ".jpg"),("all image format", ".png")])
return filename
def open_img(self,event):
x = self.openfn()
print(x)
img = Image.open(x)
img2 = img.resize(( 512,512), Image.ANTIALIAS)
img2 = ImageTk.PhotoImage(img2)
self.addImage(img2)
img = ImageTk.PhotoImage(img)
self.addImage_m(img)
img_index=x.split('/')[-1].split('.')[0]
img_index=int(img_index)
print(img_index)
self.style_clip.M.img_index=img_index
self.style_clip.M.dlatent_tmp=[tmp[img_index:(img_index+1)] for tmp in self.style_clip.M.dlatents]
self.style_clip.GetDt2()
self.view.beta.set(self.style_clip.beta)
self.view.alpha.set(3)
#%%
if __name__ == "__main__":
parser = argparse.ArgumentParser(description='Process some integers.')
parser.add_argument('--dataset_name',type=str,default='ffhq',
help='name of dataset, for example, ffhq')
args = parser.parse_args()
dataset_name=args.dataset_name
self=PlayInteractively(dataset_name)
self.run()
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