Plushcap`: Image thresholding is a fundamental technique in digital image processing that enables the segmentation of images into distinct regions based on pixel intensity or value. This process allows for efficient analysis and extraction of important information from an image, making it crucial for various applications such as object detection, image segmentation, and character recognition. The choice of thresholding technique is critical, and different methods have their own strengths and limitations, requiring careful consideration to achieve optimal results. By simplifying images into binary form, thresholding facilitates the isolation of objects and features of interest, making it a vital tool in various fields.