…
comment: The repository administrator has not yet configured an RDF license.
primary topic: http://digilib.uin-suka.ac.id/id/eprint/72895

http://digilib.uin-suka.ac.id/id/eprint/72895
type: Thesis
type: Article
title: DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN)
abstract: This research was motivated by the potential fraudulent practices of yellow tofu producers in using hazardous textile dyes, one of which is methanyl yellow. The objective of this research is to apply the Third Generation of UIN Sunan Kalijaga’s High Power UV-LED Fluorescence Spectro-Imaging System as a method to discriminate between pure yellow tofu and methanyl yellow-contaminated yellow tofu, and to classify their fluorescence images using deep learning with a Convolutional Neural Network (CNN) algorithm. The research method consisted of two main stages: data acquisition and data processing. The data acquisition stage included sample preparation and image acquisition, while the data processing stage involved three processes: preprocessing, model development and training, and validation, resulting in a CNN-based deep learning model.The results demonstrated that fluorescence images of pure yellow tofu and methanyl yellow-contaminated yellow tofu were successfully discriminated using the CNN-based deep learning approach. Furthermore, the CNN model achieved high performance in distinguishing between pure and contaminated samples, with an accuracy of 96% in image classification and 100% in the confusion matrix.
date: 2025-08-15
status: published
author list: authors
type: EPrint
type: ThesisEPrint
is part of: repository
has document: http://digilib.uin-suka.ac.id/id/document/1019112
has version: http://digilib.uin-suka.ac.id/id/document/1019112
has published: http://digilib.uin-suka.ac.id/id/document/1019112
has document: http://digilib.uin-suka.ac.id/id/document/1019113
has version: http://digilib.uin-suka.ac.id/id/document/1019113
has published: http://digilib.uin-suka.ac.id/id/document/1019113
has document: http://digilib.uin-suka.ac.id/id/document/1019146
has document: http://digilib.uin-suka.ac.id/id/document/1019147
has document: http://digilib.uin-suka.ac.id/id/document/1019148
has document: http://digilib.uin-suka.ac.id/id/document/1019149
has document: http://digilib.uin-suka.ac.id/id/document/1019150
has document: http://digilib.uin-suka.ac.id/id/document/1019151
has document: http://digilib.uin-suka.ac.id/id/document/1019152
has document: http://digilib.uin-suka.ac.id/id/document/1019153
subject: 530 Fisika

http://digilib.uin-suka.ac.id/id/document/1019112
type: Document
label: DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) (Text)
has file: 18106020036_BAB-I_IV-atau-V_DAFTAR-PUSTAKA.pdf
has part: 18106020036_BAB-I_IV-atau-V_DAFTAR-PUSTAKA.pdf

http://digilib.uin-suka.ac.id/id/document/1019113
type: Document
label: DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) (Text)

UIN SUNAN KALIJAGA YOGYAKARTA
type: Organization

FAKULTAS SAINS DAN TEKNOLOGI, UIN SUNAN KALIJAGA YOGYAKARTA
type: Organization

NIM.: 18106020036 Reyhan Sapta Anggara
type: Person
given name: NIM.: 18106020036
family name: Reyhan Sapta Anggara

http://digilib.uin-suka.ac.id/id/document/1019146
type: Document
label: DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1019113
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1019113
islightbox thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1019113

http://digilib.uin-suka.ac.id/id/document/1019147
type: Document
label: DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1019113
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1019113
ispreview thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1019113

http://digilib.uin-suka.ac.id/id/document/1019148
type: Document
label: DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1019113
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1019113
ismedium thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1019113

http://digilib.uin-suka.ac.id/id/document/1019149
type: Document
label: DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1019113
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1019113
issmall thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1019113

http://digilib.uin-suka.ac.id/id/document/1019150
type: Document
label: DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1019112
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1019112
islightbox thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1019112
has file: lightbox.jpg
has part: lightbox.jpg

http://digilib.uin-suka.ac.id/id/document/1019151
type: Document
label: DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1019112
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1019112
ispreview thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1019112
has file: preview.jpg
has part: preview.jpg

http://digilib.uin-suka.ac.id/id/document/1019152
type: Document
label: DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1019112
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1019112
ismedium thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1019112
has file: medium.jpg
has part: medium.jpg

http://digilib.uin-suka.ac.id/id/document/1019153
type: Document
label: DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1019112
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1019112
issmall thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1019112
has file: small.jpg
has part: small.jpg

https://digilib.uin-suka.ac.id/id/eprint/72895/
title: HTML Summary of #72895 DISKRIMINASI CITRA TAHU KUNING MURNI DAN TAHU KUNING TERKONTAMINASI METHANYL YELLOW MENGGUNAKAN THIRD GENERATION OF UIN SUNAN KALIJAGA’S HIGH POWER UV-LED FLUOROSCIENCE SPECTRO-IMAGING SYSTEM TERKOMBINASI DEEP LEARNING BERALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN)
format: text/html
primary topic: http://digilib.uin-suka.ac.id/id/eprint/72895

530 Fisika
type: Concept