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AI-based image tagging has been touted as a promising solution to the problem of manually annotating and categorizing large amounts of visual data. By using computer vision algorithms and machine learning models, image tagging can automate the process of assigning descriptive tags or labels to images, making it easier to search, organize, and analyze them. However, despite the progress made in this field, image tagging doesn't work yet as well as expected, and there are several reasons why. Ambiguity and subjectivity of image content One of the main challenges of image tagging is the ambiguity and subjectivity of image content. Unlike text, which can be easily analyzed and processed by machines, images are inherently more complex and open to interpretation....

Scopio is a stock photography platform that provides royalty-free images for both personal and commercial use. To use a photo from Scopio on a book cover, you will usually need to purchase the appropriate license that permits commercial use of the image. This license will grant you the necessary rights to use the photo on your book cover while avoiding any infringement of copyright laws. It is essential to read and understand the specific terms and conditions of the license before using a photo from Scopio for your book cover. Certain licenses may have restrictions on how the photo can be used or the number of times it can be reproduced. Moreover, some licenses may require that you attribute the...