{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00214905","sets":["6504:10735:10808"]},"path":["10808"],"owner":"44499","recid":"214905","title":["画像認識のための教師データセット作成における半自動化方式の評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-04"},"_buckets":{"deposit":"362b99ef-4cb4-4d2a-9b2d-01d561918ddb"},"_deposit":{"id":"214905","pid":{"type":"depid","value":"214905","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"画像認識のための教師データセット作成における半自動化方式の評価","author_link":["553078","553081","553080","553079"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"画像認識のための教師データセット作成における半自動化方式の評価"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2021-03-04","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"東海大"},{"subitem_text_value":"九工大"},{"subitem_text_value":"九工大"},{"subitem_text_value":"東海大"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/214905/files/IPSJ-Z83-5N-04.pdf","label":"IPSJ-Z83-5N-04.pdf"},"date":[{"dateType":"Available","dateValue":"2021-12-28"}],"format":"application/pdf","filename":"IPSJ-Z83-5N-04.pdf","filesize":[{"value":"602.9 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"5d47a706-ecd0-4319-b6bc-54a980c3806c","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"天野, 隼斗"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小野, 智寛"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"田向, 権"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大川, 猛"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"画像認識用の教師データを半自動生成する方式に関して、小型ロボットカーの自動運転画像を題材とした定量的な評価を行った。画像認識で高い認識率を得るには大量の教師データ作成に時間がかかる。そのため、少ない工数で教師データを半自動生成する手法が提案された。しかし、提案された手法についての、定量的な評価事例は少ない。本研究は、小型ロボットカーを用いた自動運転FPGAデザインコンテストを題材とし、半自動生成手法を用いる際の、工数・認識率の定量的評価を行うことを目的とする。人が教師データ用意する従来の手法と、半自動データセット生成手法について、工数の評価を行った。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"202","bibliographic_titles":[{"bibliographic_title":"第83回全国大会講演論文集"}],"bibliographicPageStart":"201","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":214905,"updated":"2025-01-19T16:24:46.644429+00:00","links":{},"created":"2025-01-19T01:15:41.819324+00:00"}