The Era Value and Mode Innovation of Civic Education in Colleges and Universities under the Background of Big Data Technology

Applied Mathematics and Nonlinear Sciences, Год журнала: 2024, Номер 9(1)

Опубликована: Янв. 1, 2024

Abstract The study of Civic Education in Colleges and Universities the Age Intelligence is a rational reflection on integration intelligent technology education contemporary society characterized by informationization, digitization, intelligence. This paper improves traditional YOLOv5 algorithm integrates CA attention mechanism into to construct Political Intelligent based classroom state recognition. Subsequently, systematic test A-YOLOv5 system for smart was carried out, comparing algorithm, unimproved Mobilenet- which analyzed concluded be superior other two algorithms terms speed detection accuracy At same time, effect tested, it that model could accurately reflect status students. In this paper, recognition rate listening, playing cell phone, raising hand, writing, sleeping Civics Science teaching compared with evaluates 85.42%. under big data can improve system’s students’ behavior concentration, facilitates mode makes easy teachers change their methods response behavior.

Язык: Английский

Revolutionizing palm oil ripeness classification: Utilizing YOLOv8 for ultra-precise ripeness detection

Procedia Computer Science, Год журнала: 2024, Номер 245, С. 700 - 709

Опубликована: Янв. 1, 2024

Synthetic generated data for intelligent corrosion classification in oil and gas pipelines

Intelligent Systems with Applications, Год журнала: 2024, Номер 25, С. 200463 - 200463

Опубликована: Дек. 7, 2024

Язык: Английский