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Journal : Media of Computer Science

Comparative Analysis of Google Vision OCR with Tesseract on Newspaper Text Recognition Prakisya, Nurcahya Pradana Taufik; Kusmanto, Bintang Timur; Hatta, Puspanda
Media of Computer Science Vol. 1 No. 1 (2024): June 2024
Publisher : CV. Digital Innovation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69616/mcs.v1i1.178

Abstract

Optical Character Recognition (OCR) is a technique used to convert image files into machine-readable text. There are two Optical Character Recognition (OCR) algorithms that are currently well known and widely used, namely Google Vision's Optical Character Recognition (OCR) and Tesseract. The purpose of this study is to compare the Optical Character Recognition (OCR) algorithms of Google Vision and Tesseract so that people can more easily find out which algorithm is the right one to implement on the system they are going to build. The method used in this research is Research and Development (R&D) with the stages of literature study, needs analysis, dataset collection and expansion, architectural design development and application modeling, system implementation, testing and evaluation, drawing conclusions. To be able to determine the level of accuracy, precision and sensitivity of each algorithm, this research uses the Confusion Matrix formula. The results of this study conclude that Google Vision's Optical Character Recognition (OCR) algorithm is superior to Tesseract because the level of accuracy, sensitivity, and precision is superior to Google Vision.
Co-Authors A.G. Tamrin, A.G. Abdillah Yusron Agus Budiarto Agus Efendi Agus Efendi Agus Efendi Agustina Dyah Pratiwi Aji Nur Rohman Al-Fayed, Iqbal Isnan Andhika Ramadhany Aris Budianto Aris Budianto, Aris Basori Basori Basori Basori Basori Basori Basori Cucuk Wawan Budiyanto Dimas Tegar Zunanta Dimmapraha Fatuardi Dadungawigra Dini Erlinawati Dwi Maryono Dwi Maryono Endar S Wihidayat Endar S. Wihidayat Endar Suprih Wihidayat Endar Suprih Wihidayat Endar Suprih Wihidiyat Esanudin, Rosyid Fadila Aini Atista Fahru Roszy Mahtuf Faizal Arifuddin Fajarwati, Aprilia Fawaidil Wafa, Alfian Febri Liantoni Febri Liantoni, Febri Feng Xiao Herianto, Tulus Joseph Ibrahim Wahyu Saputra Imam Prasetyo Ismoyo Putro Isna Safira Jarwodo Aji Jumari Khrisna Bagaskara Kridolaksono, Adityas Kristyan Kusmanto, Bintang Timur Laksono Trisnantoro Lestari Rahayu M Rifki Affandi Mishbahuddin, Ahmad Mohd. Shafie bin Bakar Muhamad Nur Azmi Wahyudi Muhammad Jaelani Mursholihah, Ulfah Awaliah Novita Salkha Nugroho, Yunanto Dwi Nurcahya Pradana Taufik Prakisya Prakisya, Nurcahya Pradana Taufik Pramudya, Otniel Dewangga Divan Putri Karimah Ramadhan, Raqael Fisabillah Rena Anggita Putri, Rena Anggita Rosihan Ari Yuana Rosihan Ari Yuana, Rosihan Ari Sari, Liska Mey Ika Septhea Pradina Mustofa Septi Yulisetiani Setiyani, Susanti Sidauruk, Deardo Satria Ristiawan Titan Istiah Herwati Tiyarno, Raka Pratama Wachid Adi Nugroho Wicaksono, Palguno Widiastuti, Indah Wihidayat, Endar Suprih Winda Annisa Salma Yulisetiani, Septi Yusfia Hafid Aristyagama