Contextual Attention Mechanism, SRGAN Based Inpainting System for Eliminating Interruptions from Images

Understand

The new alternative is to use deep learning to inpaint any image by utilizing image classification and computer vision techniques.

• In general, image inpainting is a task of recreating or reconstructing any broken image which could be a photograph or oil/acrylic painting.
• With the advancement in the field of Artificial Intelligence, this topic has become popular among AI enthusiasts.
• With our approach, we propose an initial end-to-end pipeline for inpainting images using a complete Machine Learning approach instead of a conventional application-based approach.