Adaptive thresholding is a fundamental technique in image manipulation that plays a crucial role in identifying objects within images. It involves adapting the threshold value dynamically based on local image characteristics. This dynamic adaptation allows for more accurate detection of objects with {varying{ illumination levels, contrast, and text