Implementasi Yolo Dalam Sistem Rekognisi Ekspresi Wajah Untuk Analisis Gaya Belajar Sekolah Dasar. (Implementation of YOLO in a Facial Expression Recognition System for Elementary School Learning Style Analysis).

Putra, Edo Abriyanto (2024) Implementasi Yolo Dalam Sistem Rekognisi Ekspresi Wajah Untuk Analisis Gaya Belajar Sekolah Dasar. (Implementation of YOLO in a Facial Expression Recognition System for Elementary School Learning Style Analysis). Undergraduate thesis, Universitas 17 Agustus 1945 Surabaya.

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Abstract

The Indonesian government continues to strive to improve the quality of education through curriculum changes in response to the demands of the times and the COVID-19 pandemic. The "Merdeka Curriculum," implemented since the 2022/2023 academic year, serves as an adaptable alternative to meet global demands while maintaining the values of Pancasila. Teachers play a key role in the implementation of this curriculum, with the flexibility to design learning experiences according to educational objectives. Individual learning styles play a significant role in the educational process. Learning styles can be categorized into visual, auditory, and kinesthetic, influenced by an individual's intelligence, interests, and personality. Facial expression recognition technology, focusing on expressions such as smiles, sadness, anger, or fear, emerges as a crucial tool in various fields such as social interaction, security, and entertainment. While facial expressions can convey emotions, their interpretation is sometimes complex. Facial expression recognition systems can help understand and define facial expressions more accurately. This research will integrate these elements by developing a system using You Only Look Once (YOLOv8) to detect the facial expressions of elementary school students and link them to their learning styles. You Only Look Once (YOLOv8), as a real-time object detection system, demonstrates the speed and accuracy that makes it ideal for a learning style detection system through students' facial expressions.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	You Only Look Once (YOLO), Facial Expression, Merdeka Curriculum, Learning Styles, COVID-19.
Subjects:	T Technology > T Technology (General)
Divisions:	Fakultas Teknik > Program Studi Teknik Informatika
Depositing User:	1462000235 EDO ABRIYANTO PUTRA
Date Deposited:	01 Sep 2001 15:39
Last Modified:	05 Oct 2001 18:42
URI:	http://repository.untag-sby.ac.id/id/eprint/41421

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