Image Enhancement Using Deep Learning Technique

Abstract

The main goal of the enhancement of an image is to enhances image efficiency and, the visual’s appearance or to give a better representation of the processing of future automated image processing. image enhancement is an essential issue in digital image processing. This study aims to build a system for enhancing digital images based on deep learning techniques, where the image that needs to improve contains an unknown problem. The system detects the types of problems for the input image, so enhance it according to the types of problems (blur, contrast, noise ... etc.), This work was done using the principle of transfer learning. This study achieved an accuracy of 98%.