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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. Aam Kholid Alfaif Abdillah Yusron Agus Budiarto Agus Efendi Agus Efendi Agustina Dyah Pratiwi Al-Fayed, Iqbal Isnan Andhika Ramadhany Arifuddin, Faizal Aris Budianto, Aris Bagaskara, Khrisna Bakar, Mohd. Shafie bin Bara Bintang Pradana Basori Basori Basori Basori Basori Basori Basori Chandra Hannafi Atsna Cucuk Wawan Budiyanto Dadungawigra, Dimmapraha Fatuardi Dini Erlinawati Dwi Maryono Dwi Maryono Dwiantoro, Bagas Endar S Wihidayat, Endar S Endar Suprih Wihidayat Endar Suprih Wihidiyat Esanudin, Rosyid Fadila Aini Atista, Fadila Aini Fahru Roszy Mahtuf Fajarwati, Aprilia Fariz Fakhrul Arifin Fawaidil Wafa, Alfian Febri Liantoni Febri Liantoni, Febri Feng Xiao Herianto, Tulus Joseph Herwati, Titan Istiah Ibrahim Wahyu Saputra, Ibrahim Wahyu Ifan Fadhlur Ramadhan Imam Prasetyo Indah Widiastuti Isna Safira Jaelani, Muhammad Jarwodo Aji Jumari Kridolaksono, Adityas Kristyan Kusmanto, Bintang Timur Lestari Rahayu M Rifki Affandi Mishbahuddin, Ahmad Muhammad Rifqy Abdallah Mursholihah, Ulfah Awaliah Mustofa, Septhea Pradina Nugroho, Wachid Adi Nugroho, Yunanto Dwi Nurcahya Pradana Taufik Prakisya Prakisya, Nurcahya Pradana Taufik Pramudya, Otniel Dewangga Divan Putri Karimah Putro, Ismoyo Ramadhan, Raqael Fisabillah Rena Anggita Putri, Rena Anggita Rohman, Aji Nur Rosihan Ari Yuana, Rosihan Ari Salkha, Novita Salma, Winda Annisa Sari, Liska Mey Ika Sidauruk, Deardo Satria Ristiawan Tiyarno, Raka Pratama Wahyudi, Muhamad Nur Azmi Wicaksono, Palguno Wihidayat, Endar S. Wihidayat, Endar Suprih Yudianto Sujana Yulisetiani, Septi Yusfia Hafid Aristyagama Zunanta, Dimas Tegar