Jurnal
Optimization of the Convolutional Neural Network Method Using Fine-Tuning for Image Classification of Eye Disease
Recursive Journal of Informatics · Vol. 2 No. 1 (2024) · hlm. 54–61
- ISSN
- 2986-6588, 2963-5551
- Terbit
- 2024-03-31
- Penerbit
- Universitas Negeri Semarang
- Bahasa
- eng
Abstrak
The eye is the most important organ of the human body which functions as the sense of sight. Most people wish they had healthy eyes so they could see clearly about life around them. However, some people experience eye health problems. There are many types of eye diseases ranging from mild to severe. With advances in technology, artificial intelligence can be used to classify eye diseases accurately, one of which is deep learning. Therefore, this study uses the Convolutional Neural Network (CNN) algorithm to classify eye diseases using the VGG16 architecture as a base model and will be combined using a fine-tuning model as an optimization to improve accuracy.
Jaringan kolaborasi para penulis
23 penulis · 32 tautan kepenulisan bersama · 4 lintas organisasi
Arahkan kursor atau ketuk sebuah nama untuk menyorot rekan penulisnya. Klik dua kali untuk membuka halaman penulis.
- State University of Semarang
- National University of Malaysia
- Organisasi berbeda
- Organisasi sama
- Afiliasi tidak diketahui
- Garis lebih tebal = lebih banyak artikel bersama · lingkaran lebih besar = lebih banyak artikel
Tampilkan sebagai tabel
| Rekan penulis | Organisasi | Artikel bersama |
|---|---|---|
| Deonisius Germandy Cahaya Putra | State University of Semarang | 2 |
| Resta Adityatama | State University of Semarang | 2 |
| Muh. Sholeh | State University of Semarang | 1 |
| Martanto Setyo Husodo | State University of Semarang | 1 |
| Taripar Matius Alexander | State University of Semarang | 1 |
| Florentina Yuni Arini | State University of Semarang | 1 |
| Riza Arifudin | State University of Semarang | 1 |
| Athoillah Athoillah | State University of Semarang | 1 |
| Cahya Wulandari | State University of Semarang | 1 |
| Muhamad Sayuti Hassan | National University of Malaysia | 1 |
| Zidney Ilma Fazaada Emha | State University of Semarang | 1 |
| Sugianto Sugianto | State University of Semarang | 1 |
| Angel Novita Sinurat | State University of Semarang | 1 |
| Tazkiyatun Aeni Amaliyah | State University of Semarang | 1 |
| Ahmad Warsun | State University of Semarang | 1 |
| Pradistia Edo Kristianto | State University of Semarang | 1 |
| Syehudin Syehudin | State University of Semarang | 1 |
| Annisya Dira Prastiwi | State University of Semarang | 1 |
| Adham Satria Firmansyah | State University of Semarang | 1 |
| Luthfi Ilham Agus Pratama | State University of Semarang | 1 |
| Muhammad Zaenal Muttaqin | State University of Semarang | 1 |
Afiliasi berasal dari OpenAlex; metadata OAI-PMH jurnal tidak memuatnya. Penulis tanpa ID OpenAlex dicocokkan berdasarkan nama, sehingga dua orang bisa tergabung atau satu orang bisa terpisah.