Development Environment of Machine Learning for Image Classification. Issue 1 (March 2021)

• Record Type: Journal Article
• Authors: Tarigan, Irwan Jani; Sihombing, Poltak; Sirait, Pahala
• Is Part Of: Journal of physics. Volume 1811:Issue 1(2021)
• Publication Date: 2021-03
• Subjects: Development Environment -- Jupyter Notebook -- Google Colab -- Classification -- Machine Learning -- Convolution Neural Network; Physics -- Congresses; 530.5
• DOI: 10.1088/1742-6596/1811/1/012022
• Languages: English
• ISSNs: 1742-6588

Abstract

Abstract: Machine learning is an interesting topic nowadays, it is also a subarea of artificial intelligence. An interesting thing that needs to be done in the beginning is how to configure the Development Environment (DE). In this paper, DE is configured using Acer-Notebook with jupyter notebook and Smartphone with google colab for image classification using convolution neural network method. The configuration process is easier to do on Smartphone Realme-C2 than Acer-Notebook and the best level of accuracy is epoch 100 in training and testing data obtained by Smartphone Realme-C2 are 0.70 and 0.66, while Acer-Notebook is 0.70 and 0.63.