{"created":"2024-07-30T02:48:19.204717+00:00","id":2000053,"links":{},"metadata":{"_buckets":{"deposit":"ddb161bf-9ede-42ac-901a-b509601ecfe8"},"_deposit":{"created_by":15,"id":"2000053","owner":"15","owners":[15],"pid":{"revision_id":0,"type":"depid","value":"2000053"},"status":"published"},"_oai":{"id":"oai:edo.repo.nii.ac.jp:02000053","sets":["9:1721625045878"]},"author_link":["19"],"item_1_biblio_info_14":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-30"},"bibliographicPageEnd":"40","bibliographicPageStart":"35","bibliographicVolumeNumber":"21","bibliographic_titles":[{"bibliographic_title":"Informatio : 江戸川大学の情報教育と環境","bibliographic_titleLang":"ja"}]}]},"item_1_creator_6":{"attribute_name":"著者名(日)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"根岸, かほ","creatorNameLang":"ja"}]},{"creatorNames":[{"creatorName":"八木, 徹","creatorNameLang":"ja"}],"nameIdentifiers":[{"nameIdentifier":"19","nameIdentifierScheme":"WEKO"}]}]},"item_1_creator_8":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Kaho, Negishi","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Toru, Yagi","creatorNameLang":"en"}]}]},"item_1_description_1":{"attribute_name":"ページ属性","attribute_value_mlt":[{"subitem_description":"P(論文)","subitem_description_language":"ja","subitem_description_type":"Other"}]},"item_1_description_11":{"attribute_name":"抄録(日)","attribute_value_mlt":[{"subitem_description":"現在，情報活用能力，及びAI人材の育成が重視されている．こうした背景の中で，プログラミング初学者でも，AIを利用したプログラムの作成ができるようになることは，AI学習の裾野を広げ，AI活用能力を持つ人材を育成するための基礎としても重要である．代表的なAIフレームワークとして，TensorFlowや学習済みモデルのTensorFlow Hubの他，独自の画像分類モデルを作成するWeb上のサービスとしてTeachable Machineなどがある．しかし，初学者にとっては，これらを活用したPython プログラムを作成することは難易度が高い．そこで，AI 学習を行うため，TensorFlowの機能や学習モデルを利用しやすくするPythonライブラリを作成することは，特に意義深いといえる．本研究では，TensorFlowHubの学習済みモデルや，Teachable Machineで作成したモデルを用いて，画像分類を行うPythonモジュールを開発し，そのモジュールを用いたサンプルプログラムを作成した．","subitem_description_language":"ja","subitem_description_type":"Other"}]},"item_1_publisher_19":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"江戸川大学","subitem_publisher_language":"ja"}]},"item_1_source_id_13":{"attribute_name":"雑誌書誌ID","attribute_value_mlt":[{"subitem_source_identifier":"AA11832237"}]},"item_1_text_10":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_language":"ja","subitem_text_value":"Edogawa University"}]},"item_1_text_9":{"attribute_name":"著者所属(日)","attribute_value_mlt":[{"subitem_text_language":"ja","subitem_text_value":"江戸川大学"}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2024-07-30"}],"displaytype":"detail","filename":"IN2024-05.pdf","filesize":[{"value":"902 KB"}],"format":"application/pdf","licensetype":"license_note","url":{"label":"IN2024-05","url":"https://edo.repo.nii.ac.jp/record/2000053/files/IN2024-05.pdf"},"version_id":"d4be70bf-9bb7-46e2-a9b0-4253b98baef3"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"TensorFlow Hub","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"Teachable Machine","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"画像分類","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"プログラミング学習","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"Stretch3","subitem_subject_language":"ja","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"AI画像分類プログラムの作成を容易にするPythonモジュールの開発","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"AI画像分類プログラムの作成を容易にするPythonモジュールの開発","subitem_title_language":"ja"}]},"item_type_id":"1","owner":"15","path":["1721625045878"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2024-07-30"},"publish_date":"2024-07-30","publish_status":"0","recid":"2000053","relation_version_is_last":true,"title":["AI画像分類プログラムの作成を容易にするPythonモジュールの開発"],"weko_creator_id":"15","weko_shared_id":-1},"updated":"2024-07-30T03:31:54.695446+00:00"}