The proposed research aims to restore deteriorated text sections that are affected by stain markings. ink seepages and document ageing in ancient document photographs. as these challenges confront document enhancement. A tri-level semi-adaptive thresholding technique is developed in this paper to overcome the issues. https://mabelandfoxs.shop/product-category/travel-mug/