Canny Edge Detection Algorithm Implementation

This function uses the Canny edge detection algorithm to detect edges from the given image and saves the result to the specified output path.

Technology Stack : scikit-image (skimage), NumPy, imageio

Code Type : Image processing

Code Difficulty : Intermediate

                
                    
import numpy as np
from skimage import filters, io, color

def edge_detect_image(input_image_path, output_image_path):
    # Load the image
    image = io.imread(input_image_path)
    
    # Convert the image to grayscale
    gray_image = color.rgb2gray(image)
    
    # Apply the Canny edge detector
    edges = filters.canny(gray_image)
    
    # Save the result as an image
    io.imsave(output_image_path, edges)