Inst-Inpaint is an innovative image restoration framework that removes objects from images using textual instructions. It can estimate the objects to be removed based on the given instructions and generate semantically consistent and realistic restoration results. Researchers used the GQA-Inpaint dataset for training and evaluation, demonstrating significant improvements of this method. The emergence of Inst-Inpaint showcases the transformative capabilities of artificial intelligence in image processing, offering new avenues for image restoration.