استخدام تقنية الذكاء الاصطناعى فى رقمنة الوثائق والمخطوطات: نظام Transkribus – نموذجا-

The importance of this research lies in the interest in the field of documents and manuscripts and benefiting from the investment of modern technological techniques in digitizing documents and manuscripts. The Arab manuscript heritage constitutes an important part of the history of Arab and Islamic civilization, and represents a valuable source of knowledge and culture. With the development of technology and the emergence of artificial intelligence applications, this heritage has a new opportunity to benefit from and preserve it. Certainly, artificial intelligence applications enable us to convert Arabic manuscripts into digital texts that can be easily accessed, which helps preserve this valuable heritage. The Transkribus platform provides services and tools for digitizing, copying, identifying and searching historical documents. It is the only platform worldwide that has enabled non-technical users to train their machine learning-based neural networks and apply them to their documents in order to create automated copies and make them searchable by discovering keywords. Transkribus is used by thousands of users and hundreds of archives, libraries and research groups around the world. In this research, we briefly describe the approach followed by the platform in terms of the basic business and governance model, in addition to the technical aspects of the platform.