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Recognition of printed and handwritten texts based on the neural networks

Submitted by Гость (not verified) on Thu, 05/07/2026 - 15:38

The authors examine the issues of text machine readability in the age of digital technologies. The optical character recognition (OCR) of printed texts and manuscripts offer solutions. The main tasks of the proposed method is to analyze existing recognition systems and algorithms, own code design and testing for various fonts The authors examine the computer vision function for handwritten and printed text processing. Besides, recognition can be improved by dividing images into the black and white, and highlighting symbol parts.

Normative Legal Textualityas One of the Modes of Expression of Legal Consciousness

Submitted by Гость (not verified) on Thu, 09/05/2024 - 00:08

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The paper offers a philosophical analysis of the phenomenon of legal consciousness. We study one of the modes of legal consciousness - normative legal textuality, since it is a means of transcribing the phenomenon of legal consciousness. Outside of the classical concepts of jurisprudence and philosophy, the following categories were reflected upon: legal consciousness, text, normative legal act, discourse, and author. The subjects in the process of creating a normative legal text are: narrator, author (developer), and addressee.