Hafiz, Faisal (2022) Sistem Deteksi Emosi Manusia berdasarkan Ekspresi Wajah menggunakan Metode Attentional Convolutional Network. (Human Emotion Detection System Based on Facial Expression Using Attentional Convolutional Network Method). Undergraduate thesis, Universitas 17 Agustus 1945 Surabaya.
Text
ABSTRAK.pdf Download (805kB) |
|
Text
BAB I.pdf Restricted to Repository staff only Download (17kB) | Request a copy |
|
Text
BAB II.pdf Restricted to Repository staff only Download (720kB) | Request a copy |
|
Text
BAB III.pdf Restricted to Repository staff only Download (345kB) | Request a copy |
|
Text
BAB IV.pdf Restricted to Repository staff only Download (2MB) | Request a copy |
|
Text
BAB V.pdf Restricted to Repository staff only Download (80kB) | Request a copy |
|
Text
LAMPIRAN.pdf Download (4MB) |
|
Text
JURNAL.pdf Download (1MB) |
|
Text
JURNAL TURNITIN.pdf Download (2MB) |
|
Other (Thumbnails conversion from text to thumbnail_medium)
medium.jpg Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Thumbnails conversion from text to thumbnail_preview)
preview.jpg Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Text
BAB V.pdf Restricted to Repository staff only Download (0B) | Request a copy |
|
Text
LAMPIRAN.pdf Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Thumbnails conversion from text to thumbnail_medium)
medium.jpg Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Thumbnails conversion from text to thumbnail_lightbox)
lightbox.jpg Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Thumbnails conversion from text to thumbnail_medium)
medium.jpg Download (0B) |
|
Other (Thumbnails conversion from text to thumbnail_small)
small.jpg Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Download (0B) |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Thumbnails conversion from text to thumbnail_small)
small.jpg Download (0B) |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Download (0B) |
|
Other (Thumbnails conversion from text to thumbnail_medium)
medium.jpg Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Thumbnails conversion from text to thumbnail_lightbox)
lightbox.jpg Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Thumbnails conversion from text to thumbnail_small)
small.jpg Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Download (0B) |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Download (0B) |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Download (0B) |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Thumbnails conversion from text to thumbnail_lightbox)
lightbox.jpg Download (0B) |
|
Other (Thumbnails conversion from text to thumbnail_preview)
preview.jpg Download (0B) |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Download (0B) |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Download (0B) |
|
Other (Thumbnails conversion from text to thumbnail_preview)
preview.jpg Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Download (0B) |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Download (0B) |
|
Other (Generate index codes conversion from text to indexcodes)
indexcodes.txt Restricted to Repository staff only Download (0B) | Request a copy |
Abstract
Artificial intelligence is a highly developed field of science. Currently, one of the applications of artificial intelligence is the detection of human emotions based on facial expressions. However, the development of this detection system has many challenges, such as the lack of detection accuracy and the need for a long time to detect. Based on these problems, the research focuses on developing a human emotion detection system based on facial expressions using the Attentional Convolutional Network method. Based on the evaluation results that have been carried out, this system is able to recognize human facial expressions with a prediction accuracy rate of 79% from the train model results using hyperparameters Epoch = 500, LearningRate = 0.005, and BatchSize = 128. In addition, this system is also capable of detecting facial expressions. quickly in real time.
Item Type: | Thesis (Undergraduate) |
---|---|
Uncontrolled Keywords: | Emotion Detection, Face Expression, Attentional Convolutional Network |
Subjects: | Q Science > Q Science (General) |
Divisions: | Fakultas Teknik > Program Studi Teknik Informatika |
Depositing User: | 1461800024 Faisal Hafiz |
Date Deposited: | 06 Sep 2022 05:43 |
Last Modified: | 03 Apr 2024 02:16 |
URI: | http://repository.untag-sby.ac.id/id/eprint/19894 |
Actions (login required)
View Item |