{"created":"2025-01-19T01:29:27.956313+00:00","updated":"2025-01-19T11:20:19.361454+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00229980","sets":["6504:11436:11440"]},"path":["11440"],"owner":"44499","recid":"229980","title":["畳み込みニューラルネットワークに基づいたゴミ分類ツールの認識精度の向上"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"70dec2d7-ab5f-4925-bbd0-a0a087cd5dfe"},"_deposit":{"id":"229980","pid":{"type":"depid","value":"229980","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"畳み込みニューラルネットワークに基づいたゴミ分類ツールの認識精度の向上","author_link":["618705","618706"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"畳み込みニューラルネットワークに基づいたゴミ分類ツールの認識精度の向上"}]},"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":"2023-02-16","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":"拓大"},{"subitem_text_value":"拓大"}]},"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/229980/files/IPSJ-Z85-6R-09.pdf","label":"IPSJ-Z85-6R-09.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-6R-09.pdf","filesize":[{"value":"721.7 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"9dd06042-2a76-44bc-b5b7-8cd41d4bc1cb","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"李, 依濃"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"諸角, 建"}],"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":"　日常生活の中でゴミの分別や出し方は外国人にとって、非常に難しい。そのため、ゴミ分類モデルが軽量畳み込みニューラルネットワークシステムMobileNet v3に基づき提案されている。MobileNet v3のゴミ画像分類手法を改良することで、MobileNet v3を核とした軽量な特徴抽出ネットワークを構築する。　本研究では、モデルの学習率などのハイパーパラメータを調整し、モデルにチャネルおよび空間注意モジュールをモデルに埋め込み、モデルの重要な機能を強化し、無用な機能を抑制し、ネットワークの機能を改良する機能を強化し、さらにTFrecordを使用してデータの処理を行った。それらにより、モデルの精度の向上しとアプリケーションに理論的および技術的なサポートを提供した。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"368","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"367","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":229980,"links":{}}