Recently. deep learning-based techniques have shown great power in image inpainting especially dealing with squared holes. However. they fail to generate plausible results inside the missing regions for irregular and large holes as there is a lack of understanding between missing regions and existing counterparts. https://www.southernrootwork.com/product-category/default/