2022
DOI: 10.1155/2022/1851409
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Intelligent Classroom Teaching Assessment System Based on Deep Learning Model Face Recognition Technology

Abstract: AI + education technology has had a wide and far-reaching impact on the education industry, which has been applied to classroom teaching in order to achieve real-time monitoring of the classroom and complete closed-loop feedback on teaching. In this paper, AI face recognition based on deep learning is improved and optimized through key points such as image data acquisition, localization, calibration, comparison, and deepening data models, so that the detection can be completed accurately and quickly even under… Show more

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Cited by 5 publications
(3 citation statements)
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“…Learning assessment is an essential part of teaching and learning activities [30][31][32][33][34][35][36][37][38]. For Scientific Programming students at the elementary school level, affirmative and positive assessment from teachers can stimulate students' intrinsic motivation to learn.…”
Section: Timely and Positive Assessment To Develop Students' Self-con...mentioning
confidence: 99%
“…Learning assessment is an essential part of teaching and learning activities [30][31][32][33][34][35][36][37][38]. For Scientific Programming students at the elementary school level, affirmative and positive assessment from teachers can stimulate students' intrinsic motivation to learn.…”
Section: Timely and Positive Assessment To Develop Students' Self-con...mentioning
confidence: 99%
“…Classroom teaching assessment relies heavily on student behaviour, and recognizing student behaviour in the classroom is a crucial aspect of this evaluation. e paper presents a technique for recognizing student classroom conduct based on deep learning that uses photos of student activities to extract and integrate crucial skeletal information [13]. Students' progress is assessed by instructors using a variety of arbitrary criteria.…”
Section: Introductionmentioning
confidence: 99%
“…It creates an additional workload for the instructors and brings certain disruptions to the orderly implementation of normal teaching and administration. It may compromise the course content [1]. Furthermore, during the covid pandemic, educational institutions utilized web meeting technologies in place for in-person meetings, i.e., online teaching.…”
Section: Introductionmentioning
confidence: 99%