I'm trying to build a graphical interface for image processing. I have problem uploading function. When I try to check if the file / image exists and modify it, I get this error and I don't know how to fix it.
TypeError: Expected Ptr<cv::UMat> for argument 'src'
This is my code:
import cv2
import instructions as instructions
from PIL import Image,ImageTk
from tkinter.filedialog import askopenfile
root = tk.Tk()
logo = Image.open('logo.png')
logo = ImageTk.PhotoImage(logo)
logo_label = tk.Label(image = logo)
logo_label.image = logo
logo_label.grid(column=1,row=0)
def upload():
browse.set("loading...")
file = askopenfile(parent=root,mode="rb",title="Choose an image",filetypes =[("JPG file","*.jpg"),("PNG file","*.png"),("JPEG file","*.jpeg")])
if file:
gray = cv2.cvtColor(file, cv2.COLOR_RGB2GRAY)
gray = cv2.medianBlur(gray,5)
edges = cv2.adaptiveThreshold(gray,255,cv2.ADAPTIVE_THRESH_MEAN_C,cv2.THRESH_BINARY, 9, 9)
color = cv2.bilateralFilter(file,9,250,250)
cartoon =cv2.bitwise_and(color,color,mask=edges)
cv2.imshow("Cartoon", cartoon)
intructions = tk.Label(root,text= "Select an image",font = "Raleway")
instructions.grid(columnspan=3,column=0,row=1)
browse = tk.StringVar()
browse_button = tk.Button(root,textvariable = browse,command = lambda:upload(),font = "Raleway",bg="#20bebe",fg ="white",width=15,height =2)
browse.set("Browse")
browse_button.grid(column=1,row=2)
canvas = tk.Canvas(root,width = 600,height = 300)
canvas.grid(columnspan = 3)
root.mainloop()
Thank you!
In line no 20: you are using CvtColor to change the image to grayscale.
gray = cv2.cvtColor(file, cv2.COLOR_RGB2GRAY)
you need to pass the file pointer in place of file.
That is why you are getting the error TypeError: Expected Ptr<cv::UMat> for argument 'src'
You need to :
First read the file using img=cv2.imread(file)
, and then use
CvtColor on the img data using gray = cv2.cvtColor(img, cv2.COLOR_RGB2GRAY)
.
So delete the content in line 20 and add
img=cv2.imread(file)
gray = cv2.cvtColor(img, cv2.COLOR_RGB2GRAY)
Edit:
One important thing on line 6 you are importing askopenfile which returns a binary encoded path of the image. This is wrong implementation.
Instead you should import askopenfilename; this returns the path of the image file.
I am sharing the entire updated code here :
import cv2
import tkinter as tk
import instructions as instructions
from PIL import Image,ImageTk
from tkinter.filedialog import askopenfilename
root = tk.Tk()
logo = Image.open('logo.jpg')
logo = ImageTk.PhotoImage(logo)
logo_label = tk.Label(image = logo)
logo_label.image = logo
logo_label.grid(column=1,row=0)
def upload():
browse.set("loading...")
file = askopenfilename(parent=root,title="Choose an image",filetypes =[("JPG file","*.jpg"),("PNG file","*.png"),("JPEG file","*.jpeg")])
print(file)
if file:
img=cv2.imread(file)
gray = cv2.cvtColor(img, cv2.COLOR_RGB2GRAY)
gray = cv2.medianBlur(gray,5)
edges = cv2.adaptiveThreshold(gray,255,cv2.ADAPTIVE_THRESH_MEAN_C,cv2.THRESH_BINARY, 9, 9)
color = cv2.bilateralFilter(img,9,250,250)
cartoon =cv2.bitwise_and(color,color,mask=edges)
cv2.imshow("Cartoon", cartoon)
intructions = tk.Label(root,text= "Select an image",font = "Raleway")
instructions.grid(columnspan=3,column=0,row=1)
browse = tk.StringVar()
browse_button = tk.Button(root,textvariable = browse,command = lambda:upload(),font = "Raleway",bg="#20bebe",fg ="white",width=15,height =2)
browse.set("Browse")
browse_button.grid(column=1,row=2)
canvas = tk.Canvas(root,width = 600,height = 300)
canvas.grid(columnspan = 3)
root.mainloop()