Algoritme Jurnal Mahasiswa Teknik Informatika
Vol 3 No 2 (2023): Jurnal Algoritme

Klasifikasi Ras Anjing Berdasarkan Citra Menggunakan Convolutional Neural Network

Axel Leovincent (Unknown)
Yoannita Yoannita (Unknown)

Article Info

Publish Date
11 Apr 2023


Dogs are mammals that are much loved and kept. Dogs have 355 breeds worldwide. Each race has its own differences, but in certain races have little or almost similar differences. This study classifies 120 dog breeds using the Convolutional Neural Network (CNN) with the ResNet-50 architectural model and the Adam optimizer. The dataset used consists of 20580 images. The dataset is divided into training data, validation data, and test data with a ratio of 60:20:20. The resolution image is 224x224 pixels in size. In this study, it yielded an accuracy of 99,35%.

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Journal Info





Computer Science & IT


Jurnal Algoritme menjadi sarana publikasi artikel hasil temuan Penelitian orisinal atau artikel analisis. Bahasa yang digunakan jurnal adalah bahasa Inggris atau bahasa Indonesia. Ruang lingkup tulisan harus relevan dengan disiplin ilmu seperti: - Machine Learning - Computer Vision, - Artificial ...