Adaptive thresholding is a crucial image processing technique for transforming grayscale images into binary (black and white) images. Unlike simple thresholding, which employs a single threshold value for the entire image, adaptive thresholding dynamically calculates a threshold for different image regions. This adaptability is particularly advantageous when dealing with images…