A Method and an electronic device for detecting and removing artifacts/degradations in media. Embodiments trigger detection of artifacts and/or degradations in the media. The detection is triggered automatically or manually. Embodiments generate artifact/quality tag information associated with the media to indicate artifacts and/or degradations present in the media, and store the artifact/quality tag information as metadata or in a database. Embodiments identify, based on the artifact/quality tag information associated with the media, AI based media processing model to be applied on the media to enhance the media. Embodiments select a pipeline of the identified AI based media processing models, arranged in a predetermined order. The AI based media processing models are applied on the media in the predetermined order to enhance the media. Embodiments ensure optimality of the enhancement by determining that aesthetic score of the media has reached a maximum value after the enhancement.