Artificial intelligence in the creative industries: a review
نویسندگان
چکیده
Abstract This paper reviews the current state of art in artificial intelligence (AI) technologies and applications context creative industries. A brief background AI, specifically machine learning (ML) algorithms, is provided including convolutional neural networks (CNNs), generative adversarial (GANs), recurrent (RNNs) deep Reinforcement Learning (DRL). We categorize into five groups, related to how AI are used: (i) content creation, (ii) information analysis, (iii) enhancement post production workflows, (iv) extraction enhancement, (v) data compression. critically examine successes limitations this rapidly advancing technology each these areas. further differentiate between use as a tool its potential creator own right. foresee that, near future, ML-based will be adopted widely or collaborative assistant for creativity. In contrast, we observe that ML domains with fewer constraints, where ‘creator’, remain modest. The (or developers) win awards original creations competition human creatives also limited, based on contemporary technologies. therefore conclude industries, maximum benefit from derived focus human-centric—where it designed augment, rather than replace,
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ژورنال
عنوان ژورنال: Artificial Intelligence Review
سال: 2021
ISSN: ['0269-2821', '1573-7462']
DOI: https://doi.org/10.1007/s10462-021-10039-7