SEACrowd/baybayin

Baybayin数据集包含Baybayin字符、拉丁字符和Baybayin变音符号的二进制图像，图像格式为MATLAB格式。数据集包含17000张Baybayin字符图像（每个字符1000张）、18200张拉丁字符图像（每个字符700张）和2000张Baybayin变音符号图像（每个符号500张）。每个字符图像严格居中，大小为56x56像素。该数据集最初用于字符识别中区分拉丁字符和Baybayin字符。

The Baybayin dataset contains binary images of Baybayin characters, Latin characters, and 4 character symbols of Baybayin diacritics in MATLAB format. It consisted of 17000 images for Baybayin (1000 per character), 18200 images for Latin (700 per character), and 2000 images for Baybayin diacritics (500 per symbol). Each character image is strictly center-fitted with a size 56x56 pixels. This dataset was initially used to discriminate Latin script from Baybayin script in character recognition.

原始信息汇总

Baybayin 数据集概述

基本信息

• 许可证: Creative Commons Attribution 4.0 (cc-by-4.0)
• 语言: 他加禄语 (tgl)
• 任务类别: 光学字符识别 (Optical Character Recognition)
• 标签: 光学字符识别

数据集内容

• 图像类型: 二值图像
• 图像格式: MATLAB 格式
• 图像尺寸: 56x56 像素
• 图像数量:
  • Baybayin 字符: 17000 张 (每个字符 1000 张)
  • 拉丁字符: 18200 张 (每个字符 700 张)
  • Baybayin 变音符号: 2000 张 (每个符号 500 张)

数据集用途

• 初始用途: 区分拉丁字符和 Baybayin 字符的光学字符识别

数据集版本

• 源版本: 4.0.0
• SEACrowd 版本: 2024.06.20

引用

• Baybayin 数据集:

  @article{Pino2021, title = {Optical character recognition system for Baybayin scripts using support vector machine}, volume = {7}, ISSN = {2376-5992}, url = {http://dx.doi.org/10.7717/peerj-cs.360}, DOI = {10.7717/peerj-cs.360}, journal = {PeerJ Computer Science}, publisher = {PeerJ}, author = {Pino, Rodney and Mendoza, Renier and Sambayan, Rachelle}, year = {2021}, month = feb, pages = {e360} }

• SEACrowd 数据集:

  @article{lovenia2024seacrowd, title={SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages}, author={Holy Lovenia and Rahmad Mahendra and Salsabil Maulana Akbar and Lester James V. Miranda and Jennifer Santoso and Elyanah Aco and Akhdan Fadhilah and Jonibek Mansurov and Joseph Marvin Imperial and Onno P. Kampman and Joel Ruben Antony Moniz and Muhammad Ravi Shulthan Habibi and Frederikus Hudi and Railey Montalan and Ryan Ignatius and Joanito Agili Lopo and William Nixon and Börje F. Karlsson and James Jaya and Ryandito Diandaru and Yuze Gao and Patrick Amadeus and Bin Wang and Jan Christian Blaise Cruz and Chenxi Whitehouse and Ivan Halim Parmonangan and Maria Khelli and Wenyu Zhang and Lucky Susanto and Reynard Adha Ryanda and Sonny Lazuardi Hermawan and Dan John Velasco and Muhammad Dehan Al Kautsar and Willy Fitra Hendria and Yasmin Moslem and Noah Flynn and Muhammad Farid Adilazuarda and Haochen Li and Johanes Lee and R. Damanhuri and Shuo Sun and Muhammad Reza Qorib and Amirbek Djanibekov and Wei Qi Leong and Quyet V. Do and Niklas Muennighoff and Tanrada Pansuwan and Ilham Firdausi Putra and Yan Xu and Ngee Chia Tai and Ayu Purwarianti and Sebastian Ruder and William Tjhi and Peerat Limkonchotiwat and Alham Fikri Aji and Sedrick Keh and Genta Indra Winata and Ruochen Zhang and Fajri Koto and Zheng-Xin Yong and Samuel Cahyawijaya}, year={2024}, eprint={2406.10118}, journal={arXiv preprint arXiv: 2406.10118} }