Create Faisu

Faisu

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+# -*- coding: utf-8 -*-  
+ """  
+ Created on Tue Nov 01 21:36:00 2022  
+
+ @author: F2I  
+ """  
+
+ from numpy import *  
+ from tensorflow.keras.models import load_model  
+ from tensorflow.keras.preprocessing import image  
+ from tkinter import *  
+ from PIL import ImageTk, Image    
+ from tkinter import filedialog    
+
+
+
+ def wrt(st,fname):  
+     file = open(fname,"w+")  
+     file.write(st)  
+     file.close()   
+
+
+
+ def red(fname):      
+     file = open(fname,"r")  
+     f=file.read()  
+     file.close()   
+     return f  
+
+
+ def open_img():  
+    try:   
+       x = openfilename()  
+       wrt(x,"upload");print(x);  
+       img =Image.open(x)  
+    except:  
+       x = 'images/error.png'  
+       print(x);  
+       img =Image.open(x)  
+    img = img.resize((325, 200), Image.ANTIALIAS)   
+    img = ImageTk.PhotoImage(img)   
+    panel = Label(root, image = img)   
+    panel.image = img   
+    panel.place(x=455, y=100)  
+
+
+
+ def openfilename():   
+    filename = filedialog.askopenfilename(title ='UPLOAD IMAGE')   
+    return filename   
+
+
+
+ def callback():    
+   patient="\n IMAGE FILE NOT UPLOADED..."    
+   try:  
+     model = load_model('models/pneumonia.h5')  
+     #model.summary()  
+     test_image=image.load_img(red("upload"),target_size=(224,224,3))  
+     #imgplot = plt.imshow(test_image)  
+     #plt.show()  
+     test_image=image.img_to_array(test_image)  
+     test_image=expand_dims(test_image,axis=0)  
+     result = model.predict(test_image)  
+     patient="PNEUMONIA" if result[0][0]==1 else "  NORMAL"  
+     output.set("\n      "+patient+" DETECTED !\n");print(patient)  
+   except:  
+     output.set(patient);print("EXCEPTION")  
+
+
+
+ root = Tk()   
+ root.title("PNEUMONIA")   
+ output=StringVar();  
+ root.attributes('-fullscreen',True)  
+
+ #root.geometry("500x500")  
+ #root['bg'] = 'black'  
+
+ background = PhotoImage(file = "images/cover_pn.png")  
+ Label(root,image = background).place(x=0, y=0)  
+
+ #root.resizable(width = True, height = True)   
+
+ img =Image.open("images/input.png")  
+ img = img.resize((325, 200), Image.ANTIALIAS)   
+ img = ImageTk.PhotoImage(img)   
+ panel = Label(root, image = img)   
+ panel.image = img   
+ panel.place(x=455, y=100)  
+
+ upload = PhotoImage(file = r"images/upload.png")  
+ Button(root, text = "upload",bd=0,highlightthickness=0,image = upload,  
+              command = open_img).place(x=150, y=150)  
+
+
+ Label(root, text="\nOUTPUT\n",  
+            width=25,  
+            font=("Bauhaus 93", 20)).place(x=432, y=335)  
+ Label(root, text="",textvariable = output,  
+                     font=("Bauhaus 93", 20)).place(x=432, y=335)  
+
+
+ detect = PhotoImage(file = r"images/detect.png")  
+ Button(root, text="detect",bd=0,highlightthickness=0,image = detect,  
+                             command = callback).place(x=150,y=340)  
+
+
+ close = PhotoImage(file = r"images/home.png")  
+ Button(root, text = "close",image = close,highlightthickness=0,  
+                             command = root.destroy).place(x=0,y=0)    
+
+
+ root.mainloop()