{"created":"2024-03-30T02:38:49.336430+00:00","id":2000045,"links":{},"metadata":{"_buckets":{"deposit":"92557020-cd19-4d5c-9b58-f4aaa36b74f2"},"_deposit":{"created_by":5,"id":"2000045","owner":"5","owners":[5],"pid":{"revision_id":0,"type":"depid","value":"2000045"},"status":"published"},"_oai":{"id":"oai:takara-univ.repo.nii.ac.jp:02000045","sets":["1:1709536090270"]},"author_link":[],"control_number":"2000045","item_10002_alternative_title_1":{"attribute_name":"その他（別言語等）のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"A Study on Differences in Learning Models for Image Generation AI","subitem_alternative_title_language":"en"}]},"item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-31"},"bibliographicPageEnd":"53","bibliographicPageStart":"43","bibliographicVolumeNumber":"37"}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"本紀要では、Midjourneyとにじジャーニーという異なる学習モデルを持つシステムの違いを明らかにし、同じpromptを入力した場合でも得られる結果が異なることを示す。これにより、学習モデルの違いがどのように影響するかを理解することができる。また、両システムを効果的に使うためのpromptについて調査し、適切なシチュエーションやタスクに応じてpromptの最適化方法やシステムの選択を提案する。さらに、異なる学習モデルの相互補完的な活用や今後の研究や開発に向けた展望について考察する。この紀要を通じて、Midjourneyとにじジャーニーの特性を最大限に活かす方法や活用の可能性を探る。","subitem_description_language":"ja","subitem_description_type":"Abstract"},{"subitem_description":"In this bulletin, we clarify the diference between systems with diferent learning models, Midjourney and Niji Journey, and show that the results obtained are diferent even if the same prompt is entered. This allows us to understand how diferent learning models afect us. In addition, we investigate prompts to effectively use both systems, and propose optimization methods and system selection for prompts according to appropriate situations and tasks. In addition, we will consider the mutually complementary use of diferent learning models and the prospects for future research and development. Through this bulletin, we will explore ways to maximize the characteristics of Midjourney and Niji Journeys, as well as potential uses.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"宝塚大学"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"09147543","subitem_source_identifier_type":"ISSN"}]},"item_10002_version_type_20":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"吉岡章夫","creatorNameLang":"ja"},{"creatorName":"ヨシオカアキオ","creatorNameLang":"ja-Kana"},{"creatorName":"Yoshioka Akio","creatorNameLang":"en"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2024-03-30"}],"filename":"画像生成AIの学習モデルの違いに関する研究.pdf","filesize":[{"value":"1014 KB"}],"format":"application/pdf","mimetype":"application/pdf","url":{"url":"https://takara-univ.repo.nii.ac.jp/record/2000045/files/画像生成AIの学習モデルの違いに関する研究.pdf"},"version_id":"f0b9a92b-6493-4e83-8548-795edf6556a0"}]},"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":"画像生成AIの学習モデルの違いに関する研究","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"画像生成AIの学習モデルの違いに関する研究","subitem_title_language":"ja"}]},"item_type_id":"10002","owner":"5","path":["1709536090270"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-30"},"publish_date":"2024-03-30","publish_status":"0","recid":"2000045","relation_version_is_last":true,"title":["画像生成AIの学習モデルの違いに関する研究"],"weko_creator_id":"5","weko_shared_id":-1},"updated":"2024-03-30T04:04:07.463998+00:00"}