{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/textboxes-a-fast-text-detector-with-a-single","title":"TextBoxes: A Fast Text Detector with a Single Deep Neural Network","arxiv_id":"1611.06779","date":"2016-11-21","proceeding":null,"authors":["Minghui Liao","Baoguang Shi","Xiang Bai","Xinggang Wang","Wenyu Liu"],"abstract":"This paper presents an end-to-end trainable fast scene text detector, named\nTextBoxes, which detects scene text with both high accuracy and efficiency in a\nsingle network forward pass, involving no post-process except for a standard\nnon-maximum suppression. TextBoxes outperforms competing methods in terms of\ntext localization accuracy and is much faster, taking only 0.09s per image in a\nfast implementation. Furthermore, combined with a text recognizer, TextBoxes\nsignificantly outperforms state-of-the-art approaches on word spotting and\nend-to-end text recognition tasks.","url_abs":"http://arxiv.org/abs/1611.06779v1","url_pdf":"http://arxiv.org/pdf/1611.06779v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"textboxes-a-fast-text-detector-with-a-single","repo_url":"https://github.com/MhLiao/TextBoxes","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok","spdx":"NOASSERTION"}},{"paper_slug":"textboxes-a-fast-text-detector-with-a-single","repo_url":"https://github.com/sonamghosh/local_hack_day_2018","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"unanswered"}},{"paper_slug":"textboxes-a-fast-text-detector-with-a-single","repo_url":"https://github.com/wildwolf1994411/Text-Boxes-tensorflow","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"ok"}}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1611.06779","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}