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Journal : JISCOMP (Journal of Information System and Computer)

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Pengenalan Makanan Tradisional Nusantara dengan Menggunakan Convolutional Neural Network Citra Mahaputri; I Dewa Gede Hari Wisana
JUKOMPSI (Jurnal Komputer dan Sistem Informasi) Vol 1 No 1 (2022): Desember
Publisher : Teknik Komputer Fakultas Teknik Universitas Islam Kadiri (UNISKA)

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Abstract

The research with the title Introduction to Traditional Archipelago Foods using the Convolutional Neural Network (CNN) method is an early stage research. In general, this study aims to identify traditional Indonesian foods by comparing 3 CNN models, namely Resnet50,EfficenNetV2M and EfficientNet B6. The method of data collection is by manually collecting images of 20 types of traditional Indonesian food from the internet, each type of food 50 to 80 images, then developing into 20 classes based on the type of food. These images are then used as training models. The technique used is preprocessing or normalizing food image input data by cropping, wrapping. Then resize to a size of 224 x 224 and the image is converted to grayscale for the training process. This study uses a framework to facilitate the creation of deep learning programs, namely Keras Applications as one of the modules in the library that provides various deep learning models and is used to extract features from images. Data analysis was carried out using manual levers to calculate system accuracy in the detection test process. The introduction of traditional archipelago foods is the first stage of research, which will be developed to the composition of food ingredients and finally will count calories. Research on the introduction of traditional archipelago foods to the calculation of calories has not been done in previous studies
Co-Authors ., Sumber Achmad Rizal Amrinsani, Farid Andjar Pudji Anggraini, Navira Ariswati, Her Gumiwang Athavale, Vijay Anant Aulia Rahmawati Bambang Guruh Irianto Citra Mahaputri Des, Sima Edy Haryanto Endang Dian Setioningsih Endro Yulianto Era Purwanto Farid Amrinsani Ferry Kriswandana Firda Ryan Nur Fadhilah Furi Kristya Ginarsih, Yuni Gumiwang Ariswati, Her Hassaballah, Hayder J. Hayder J Hassaballah Her Gumiwang Ariswati Hilmi Yumni I Dewa Made Wirayuda Ichwan Syahrul Bahtiar Imam Sarwo Indrato, Tri Bowo Indriatie Ira Puspitasari Irwan Sulistio Isna Fatimatuz Zahra Isnanto Juliana Christyaningsih Kumbhare, Ashish Levana Forra Wakidi Liliek Soetjiatie Lusiana Luthfi Rusyadi Luthfiyah, Sari Luthfiyah, Sari Mahardika, Melva Melinda, Cantika MINARTI Misra, Shubhrojit Mohseena Thaseen Muhammad Fuad Nurillah Musyahadah Arum Pertiwi Nopriyandi, Nopriyandi Nosike, Maduka Nugraha, Priyambada Cahya Pandu Arsy Filonanda Pawana, I Putu Alit Priyambada C. Nugraha Priyambada Cahya Nugraha PRIYAMBADA CAHYA NUGRAHA Priyambada Cahya Nugraha Priyambada Cahya Nugraha Priyambada Cahya Nugraha Pudji, Andjar Rahmawati, Triana Rathod, Yagnik Retno Sasongko Wati Ridha Makruf, Muhammad Rizhky, Ayu Nissa Berlianri Rizki Aulia Rachman Rizki Aulia Rachman, Rizki Aulia Rokhmalia, Fitri Rosida, Nur Khabibatul Sari Luthfiyah Sari, Ira Rahayu Tiyar Sasivimon Sukaphat Setiawan, Singgih Yudha Setioningsih, Endang Dian setyawanto, nanda dwi Shofiyah Shofiyah Shofiyah Shofiyah Shubhrojit Misra Siti Fathul Jannah Siti Mar'atus Slamet Wardoyo SRI UTAMI Suhartini . Sulistyowati, Dwi Wahyu Wulan Taufiqurrahman Triana Rahmawati Triwiyanto Triwiyanto Ulil Albhi Ramadhani Utomo, Bedjo Veriko Yonanto Wihantara, Arga Zahra, Isna Fatimatuz