Inpainting is a fascinating image processing technique used to remove unwanted objects or imperfections from digital images seamlessly. The goal of inpainting algorithms is to fill in missing or damaged areas of an image in a visually plausible manner, making it appear as if the unwanted elements were never there in the first place.The concept of inpainting is rooted in the field of image processing and computer vision. It has numerous applications across various domains, including photography, forensics, medical imaging, and art restoration.