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Journal : Jurnal Teknik Informatika (JUTIF)

An Efficient Model for Waste Image Classification Using EfficientNet-B0 Kurniawan, Teofilus; Khadijah, Khadijah; Kusumaningrum, Retno
Jurnal Teknik Informatika (Jutif) Vol. 6 No. 3 (2025): JUTIF Volume 6, Number 3, Juni 2025
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2025.6.3.4417

Abstract

Waste management remains a significant challenge, particularly in developing countries. To address this issue, artificial intelligence can be leveraged to develop a waste image classifier that facilitates automatic waste sorting. Previous studies have explored the use of Convolutional Neural Networks (CNNs) for waste image classification. However, CNNs typically require a large number of parameters, leading to increased computational time. For practical applications, a waste image classifier must not only achieve high accuracy but also operate efficiently. Therefore, this study aims to develop an accurate and computationally efficient waste image classification model using EfficientNet-B0. EfficientNet-B0 is a CNN architecture designed to achieve high accuracy while maintaining an efficient number of parameters. This study utilized the publicly available TrashNet dataset and investigated the impact of image augmentation in addressing imbalance data issues. The highest performance was achieved by the model trained on the unbalanced dataset with the addition of a Dense(32) layer, a dropout rate of 0.3, and a learning rate of 1e-4. This configuration achieved an accuracy of 0.885 and an F1-score of 0.87. These results indicate that the inclusion of a Dense(32) layer prior to the output layer consistently improves model performance, whereas image augmentation does not yield a significant enhancement. Furthermore, our proposed model achieved the highest accuracy while maintaining a significantly lower number of parameters compared to other CNN architectures with comparable accuracy, such as ResNet-50 and Xception. The resulting waste classification model can then be further implemented to build an automatic waste sorter.
Garbage Image Classification Using Deep Learning: A Performance Comparison of InceptionResNetV2 vs ResNet50 Rismiyati, Rismiyati; Situmeang, Axelliano Rafael; Khadijah, Khadijah; Endah, Sukmawati Nur
Jurnal Teknik Informatika (Jutif) Vol. 6 No. 4 (2025): JUTIF Volume 6, Number 4, Agustus 2025
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2025.6.4.4770

Abstract

Garbage problem is a worldwide problem. Efforts to address garbage problem have been performed in several aspect, including automatic garbage classification to support automatic garbage sortation in small scale. In the field of garbage classification, deep learning has been widely used because of its ability to learn feature and also to classify with high accuracy.  Several promising architectures in deep learning such as ResNet50 and InceptionNet have been used for this classification task. InceptionResNet is introduced to combine the strength of both architectures. This research aims to classify Garbage Classification data set which consist of 15150 images from 12 classes by using InceptionResNetV2 architecture. In addition, experiment by using ResNet-50 is also performed to provide comparison of its performance. During experiment, Hyperparamater tuning was performed, namely the learning rate, dropout rate, and the number of neuron in the dense layer. The results show that InceptionResNetV2 outperform ResNet50 in all scenarios. This architecture is able to achieve highest accuracy of 97.54%.  Even though the classification time is longer for InceptionResNetV2, this finding is able to prove the outstanding performance of InceptionResNetV2 in garbage classification. This study contributes to the field of garbage classification by introducing robust and better model for better classification.
Integration of Squeeze-and-Excitation in Densenet-121 for Classifying Real and AI-Generated Images Hasaniyyah, Nadiyya; Khadijah, Khadijah; Sutikno, Sutikno; Tyas, Zahra Arwananing
Jurnal Teknik Informatika (Jutif) Vol. 6 No. 6 (2025): JUTIF Volume 6, Number 6, Desember 2025
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2025.6.6.5336

Abstract

Recent advancements in generative technologies, such as Generative Adversarial Networks (GANs) and Latent Diffusion Models, have enabled the creation of AI-generated synthetic images that are increasingly indistinguishable from real ones, posing significant challenges for verifying the authenticity of visual content. This study develops a DenseNet-121 model with hyperparameter optimization and the integration of Squeeze-and-Excitation (SE) attention mechanisms at Early, Mid, and Late positions. Experiments were conducted using the CIFAKE dataset with a resolution of 32×32 pixels to compare the baseline Plain model with three SE variants. Hyperparameter optimization was applied to maximize model performance. The results demonstrate that the Plain DenseNet-121 with optimized hyperparameters achieved an accuracy of 98.52%, outperforming the standard configurations reported in previous studies. The integration of SE yielded varied outcomes, where Mid SE attained the highest accuracy of 98.56%, while Early SE (98.45%) and Late SE (98.48%) exhibited greater stability with lower standard deviations. These findings highlight that combining hyperparameter optimization with appropriate SE placement can enhance model performance for classifying real and AI-generated images. Moreover, SE placement at different positions (Early, Mid, Late) has a significant impact on feature representation and generalization in synthetic image classification, which is increasingly important given the growing difficulty of distinguishing real from AI-generated images.
Co-Authors A.B. Susanto Abd Haris Nasution Abd Rahman, Abd Rahman Abdul Rahman Abid Ramadhan Abu, St. Hayatun Nur Afifa, Aulia Agus Surono Ahmad Muchsin Jayali Ahmad Zaki Ahmad Zaki Ahmad, Arbi Salam Aini, Aisyah Qurrotul Aisyah, Vania Nurina Aju, Charmiyanti Nurkentjana Akhmad Rizali Akhyar, Muaddyl Al Rieza, Irfaul Risqoh Alfarizi, Abdulloh Alimuddin, Fauziyyah Alin Liana Alwi, Wildan Amalia Hasibuan, Citra Amaliyah, Nur Aisyah Amanda, Putri Amrin, Irfan Pratama Amrullah Amrullah Ananda, Adiski Dwi Ananda, Rusydi Andi Amang Andi Auliya Ramadhany Andi Hidayatul Fadlilah Andi Ismudiah Padasasih Andika, Rahmat Ramatul Anggraini, Melvi Sari Anisa, Nurul Anjani, Tiara Puspa Annisa Annisa Ansyah, Ridho Apriliani, Wilda Apriyanto, Apriyanto Ardi , Hafidz Ardiansyah Kurniawan Ariani, Dwi Arief, Asmawaty Arif Arif Asmaiwaty Arief Asnur, Latifah Asri Ramadhani, Dinda Astuti, Wiwik Wiji At Thohari, Muhammad Yani Husain Aulia, Chintya Aulia, Sarah Rizky Aurina, Lya Ayu Nadira Wulandari Ayu Rahayu Azida Mohd Noor Ajiba, Siti Nurul Azizah, Muthia Azrul, Azrul Azzahra, Syifa Baharuddin Baharuddin Barli Kifli Baru Harahap Baturante, Nurjannah Bawono, Marastika Wicaksono Aji Br Purba, Neni Marlina Br Tarigan, Dea Surabina Br. Sembiring, Juraidah Budianti, Yusnaili Budiarti, Dwi Budimayansah, Bambang Lestrika Budiningsif, Iffah Budiyono Budiyono Burhami, Harfani Buulolo, Ayu Linsa Chairani, Vivi Chairunnisa, Fany Chairunnisa, Mutia Choiriyati, Nur Cindy Cinthia Dalimunthe, Putri Annasa Dari, Yuni Wulan Daud, Muslem Daulat, Daulat Daulay, Lily Sardiani Daulay, Sholihatul Hamidah Delvia, Elyca Derti, Seswi Dewi, Siti Rahma Diah Syahfitri, Siska Diniyatushoaliha, Ainun Dirsa, Andika Diyah, Siska Djam’an, Nurwati Dwi Febrianti, Dwi Ediwan, Ediwan Edy Suharto Elminaliya Sandra Endang Caturini Ependi, Zulka Erfiani Sedia, Maria Ermita Ermita Ermita Ermita Erwina, Meifa Adinda Eva Lestari Fadel, Mirsagira Fadhila, Luthfia Rizka Faisal Faisal Fajar Arwadi Fajri, Ilal Fakhrana, Ayu Fandi Ahmad Fardinah, Fardinah Fathoni, Rohiana Fauza Masyhudi, Fauza Febriani, Suci Ramadhanti Ferdila, Ferdila Fettyana, Fettyana Firmansyah, Tegar Wahyu fitria ningsih Fitriani Munthe, Aulia Fransiska, Debby Gusmaneli Gusmaneli Gusril Gusril Habibi, Soni Hairunnas, Hairunnas Hamidah Daulay, Sholihatul Handayani, Ayu Handayani, Ega Putri Handayani, Fitra Handayani, Nabila Dwirizki Hanif Hasan Harahap, Hotma Sari Harahap, Masyitah Addina Harahap, Miftahul Jannah Harahap, Salamiyah Nur Hakim Hasan Asari Hasan Hasan Hasanah, Mutia Bikriyah HASANAH, NOR IZATIL Hasanah, Rizatul Hasaniyyah, Nadiyya Hasibuan, Afrah Nadhilah Hasibuan, Humaidah Br. Hasibuan, Rahmania Hasibuan, Yuli Anisah Hasna, Radhiatul Hayati, Nita Hayati, Rafiqah Hayatun, Afrizha Tri Hendra Saputra Hidayah, Fitri Hikmah Hikmah Hikmah, Alya Nur Hisyam Ihsan Husna, Fadhila Ibrahim Ibrahim Ilham Minggi Illahi, Rilci Kurnia Ilmia, Raudotul Ilpi Zukdi Indar Rahman, Khofifah Intan , Wirninda Iqbal, Mhd. Irmayanti, Azizah Putri Istiarini, Yunita Jamiat, Ahmad Jesicha Dwi Fatika Sari Juliana Batubara Juniarti, Intan Karima, Karima Karsila, Karsila Kemalawati, Kemalawati Khadijah Khairani, Cut Khairani, Rida Khairani, Winda Khairi, Rizka Khairunnas, Khairunnas Khanati, Olivia Khasanah Khasanah Khoirunnisah, Khoirunnisah Kholila, Azmatul Konadi, Sarwan Kurniawan, Teofilus Laila Sari Laila, Nur Isra Latifah Latifah Laukum, Melania Lestari, Sri Dian Liani, Ahyani Mirah Liestianty, Deasy Lindiatika, Lindiatika Lista, Dona Liza Nasution, Nurul Lubis, Eka Jelita Lubis, Herlin Syahdina Lubis, Khoiriyah Anggima Br Lubis, Latifahanum Lubis, Ramadhan Lubis, Ramadhan Lukitanigsih, Lukitanigsih Luqman Hakim Handoko M. Yogi Riyantama Isjoni Maftukhah, Weni Maghfirah Maghfirah Maharaja, Nurhalizah Maisarah Maisarah, Maisarah Maisya Zahra Al Banna Maizar, Maizar Mar Athul Wazithah T. Mardianto Mardianto Marhamah Marhamah Marina Harahap, Ida Marito Nst, Sulaika Marpaung, Herman P Marwan Marwan Maryanti Maryanti Masni Masni Masyudi Masyudi Matondang, Salsabila Maulana, Febrian Maya Richmayati Maya Yusnita Merlin Merlin, Merlin Meymi Putri, Anggun Miftahul Jannah Milya Sari Mochamad Sanwasih Mubarok, Luthfi Adli Mudjijanto, Janny Mufti, Zulfi Aulia Muh. Zainal Pratama MUHAMMAD FURQONI Muhammad Halfi Indra Syahputra Muhammad Syahril Muhammad Syarif, Muhammad Muhardan, Ahmad Muin Ishak, Wail Mukhtar, Muhammad Kamil Mulyadi Mulyadi Mulyono Mulyono Munawir Munawir Musrifah Tahar Mustika, Ita Mustika, Ita Mustika Musyarapah, Musyarapah Mutiara, Yolanda Mutmainnah, Nadia NA, Charmiyanti Nabila, Mauliza Nabila, Wadhhah Nabilla, Feyola Nadillah Selian, Suci Nadya, Khoirun Nadyyah, Khairun Nasir, Norma Naspatih, Fadiah Dian Nasrullah Nasrullah Nasution, Annisa Nasution, Annisa Zakia nasution, candri wulan Nasution, Homsani Nasution, Nurbaiti Nasution, Zulkipli Natasha, Adinda Nayla Zaskia Siregar, Fatimah Nelawati, Sasmi Nelwati, Sasmi Nikmah, Askura Nisa, Iffa Zainan Nisa, Rifa Fazilatun Noor Ahda Fadillah Novia Rahmawati Noviyanti, Indah NST, Homsani Nst, Tini Melinda Nur Aini Nur Asbirayani Limatahu Nur Hikmah, Alya Nur Isra Laili Nur Khasanah Nur Salum, Raisa Nur Wulandari Nurbayanti, Nishfu Nurcahyani, Anggita Nurfadhilah AM Hindi, Alfiah Nurfarida Deliani Nurhidayah Nurhidayah Nurhidayat Nurhidayat Nurpadilah, Dandi Rajki Nursalum, Raisa Nurul Amelia Nurul Azmi, Nurul Nur’aini, Nur’aini Octavia, Nurfitria Oktariani, Dini Parida Hanum Pasaribu, Rodiyah Patuzahra, Sabrina Pedro Masela, Adipura Pelliyezer Karo Karo Permatasari , Mustika Pilpres, Khofifah Jualiana Pitriana, Eka Riski Pohan, Amir Hamzah Pohan, Anggi Annisa Pohan, Annisa Pramesta, Zulfan Andrya Prastyo, Angga Pratiwi, Sindi Pratomo, Ryan Humardani Syam Priyo Sidik Sasongko Puadah, Popi Putra, Candra Galang Gemilang Putri Manik, Anisa Putri, Azriasih Qistina, Nur Izzah Rahayu, Asmi Lidya Pradipta Rahayu, Meita Sekar Rahma, Alifia Nur Rahman, Nurul Aulia Rahmatul Husna, Rahmatul Rahmawati, Rahmawati Rahmi, Miftah Aulia Rahmita, Nelly Rakhmawati, Fibri Ramadhani, Muhammad Luthfie Ramatul Andika, Rahmat Ramdini, Andi Suci Meri Rangkuti, Ibrahim Rauf Reksi, Ni Kadek Dwi Okta Virana REMISWAL REMISWAL Resmi, Mega Mesra risaldi, risaldi RISMIYATI RISMIYATI Risnawati Risnawati Rita Rita, Rita Ritonga, Hajijah Adelina Rivdya Eliza Robingatin Robingatin Rosalina, Olyfia Rosmiati Rosmiati Rosniati Hakim Rozana, Salma RR Utji Sri Wulan Wuryandari Sabar, Sumiyati Sabila, Rika Nazwa Sabrial Harahap, Jumli Sabrina Ramdhani Hasibuan, Alya Safina, Nila Safitri, Aishwara Nurul Salna, Ijar Salsabila, Dina Salsabila, Nadya Salsabilah, Salsabilah Salum, Raisa Nur Samad, Samad Samosir, Rosauli N. Sandra , Elminaliya Sandria, Muhammad Yaries Sani, Fadilah Saputra, Edi Eka Saputra, Junifer Saputra, Prayoga Saputra, Whin Themas Mico Saputri, Sherli Dwi Andri Saragih, Atika Angriani Sari Harahap, Hotma Sari, Neti Kumala Sari, Noorkomala Sari, Sinta Affriliana Sari, Siti Sarah Sarmila, Anita Sarmini Sarmini Sartika, Tiara Sasmi Nelwati Sembiring, Rinawati Sernita, Sernita Setiawan, Ilham Agam Shantika Ahya, Clara Siallagan, Lasenna Sidjara, Sahlan Simanullang, Rouli Siregar, Dame Siregar, Jihan Fadiyah Fitri Siregar, Nurul Hidayah Siregar, Siti Rahma Dewi Sitompul, Indah Nurita Sitorus, Ahmad Syukri Sitorus, Junida Fitriani Situmeang, Axelliano Rafael Sonda, Septia Widyana Sri Mukminati Nur, Sri Mukminati Sri Wahyuni St. Hayatun Nur Abu Sujaka, Sujaka Sukmawati Nur Endah Sulfaidah, Sulfaidah Sumarman, Benni Sumarna, Sabir Sunarsih Sunarsih Sunya, Astri Syakira Suradi Suradi Sutamrin, Sutamrin Sutikno Sutikno Sya'adah, Miftahu Syafitri, Allyah Syafitri, Syafitri Syahfitri, Siska Diah Syahfutra, Bayu Rahman Syahpitri, Anti Pebriani Syamsi Syamsi Syarif, Marhamah Syifa Fauziah Syifa, Aina Syukri Sitorus, Ahmad Tanjung, Dina Darnianti Tarsono, Edi Tawardi, Tawardi Tengku Riza Zarzani N Tilawarni, Beti Tsaqiif, Zahraan Dzakii Ulfa, Fadillah Ulfah, Maulidani Ummah, khaira Usman Mulbar Uswatun Hasanah Utami, Vira Putri wahyuni wahyuni Wahyuni, Ade Sri Wahyuni, Maya Sari Wardana, Wisnu Ahmad Widya Sari Winanda, Tiara Wiranda, Aditya WIYANTI WIYANTI, WIYANTI Wulandari, Utari Yani, Rahma Yanti, Hari yanti, Sastri deka Yasin, Moh. Fahri Yuherman, Sufriadi Yunita, Dinda Yunita, Rahmi Yunita, Zahra Yusniati, Baiq Kayul Putri Zahara, Fatimah Nurul Zahra Arwananing Tyas Zein, Azizah Zulfirman, Rony Zulheldi Zulheldi Zulmuqim Zulmuqim, Zulmuqim