[{"data":1,"prerenderedAt":809},["ShallowReactive",2],{"{\"language\":\"ja\",\"resolve_relations\":\"reference.source\",\"version\":\"published\"}developers/products/hoops-ai":3},{"data":4,"headers":786},{"story":5,"cv":767,"rels":768,"links":785},{"name":6,"created_at":7,"published_at":8,"updated_at":9,"id":10,"uuid":11,"content":12,"slug":759,"full_slug":760,"sort_by_date":72,"position":761,"tag_list":762,"is_startpage":56,"parent_id":763,"meta_data":72,"group_id":764,"first_published_at":765,"release_id":72,"lang":78,"path":72,"alternates":766,"default_full_slug":72,"translated_slugs":72},"HOOPS AI","2025-10-14T18:13:04.731Z","2026-10-10T22:15:46.611Z","2026-10-10T22:15:46.716Z",101482433514995,"d869c1a4-f588-4daa-8803-d688b86cee58",{"_uid":13,"body":14,"metadata":749,"password":29,"component":754,"redirect_url":29,"open_graph_image":755,"include_open_graph":56,"block_search_engines":56,"is_password_protected":56},"cde4541c-2ee2-4ce6-89e4-83505cfcd884",[15,81,146,149,152,154,185,268,293,295,298,428,430,471,507,674,705,708,731,742],{"_uid":16,"source":17,"component":80},"e2874498-8518-4620-b673-ff81d312de72",{"name":18,"created_at":19,"published_at":20,"updated_at":21,"id":22,"uuid":23,"content":24,"slug":70,"full_slug":71,"sort_by_date":72,"position":73,"tag_list":74,"is_startpage":56,"parent_id":75,"meta_data":72,"group_id":76,"first_published_at":77,"release_id":72,"lang":78,"path":72,"alternates":79,"default_full_slug":72,"translated_slugs":72,"_stopResolving":67},"Main Navigation","2025-04-09T14:04:01.876Z","2026-10-10T22:18:15.264Z","2026-10-10T22:18:15.279Z",27565407,"c5f4a23f-ca2c-41d7-946b-6822d34565a0",{"_uid":25,"items":26,"component":69},"8915070e-32eb-476d-b215-1c92ebdad15c",[27,49],{"_uid":28,"left_nav":29,"messages":30,"component":48,"right_nav":29},"fe7818a3-2c19-410c-adfd-6166e04c9bf0","",[31,38,43],{"_uid":32,"icon":33,"link":34,"target":35,"message":36,"component":37},"1773ad80-3b42-4f4a-97eb-c9cd1258a7ed","cil:magnifying-glass","https://pages.techsoft3d.com/engineering-data-insights?utm_campaign=48796445-2026%20Build%20or%20Buy%20Research&utm_source=Website&utm_medium=Main%20Banner","_blank","新しい調査: 製造業者が工学データへの高まる需要にどのように対応しているか","element-notice-child",{"_uid":39,"icon":40,"link":41,"target":35,"message":42,"component":37},"b4b88ef9-df13-42b9-8794-0acf2f43a408","hugeicons:calendar-04","https://pages.techsoft3d.com/get-the-most-out-of-your-cad-data-webinar","今後のウェビナーに登録：VNTANAがCADデータをHOOPS Exchangeを通じて活用した方法を学ぶ",{"_uid":44,"icon":45,"link":46,"target":29,"message":47,"component":37},"87585227-383a-48e2-a5e5-1541d3b4b65a","tdesign:user-talk-1","/contact","当社のSDKや企業向けアプリケーションについて質問がありますか？ Tech Soft 3Dの専門家に相談","element-notice",{"_uid":50,"menu":51,"component":68,"has_notice":67},"192904e7-cc6e-44e5-95a7-187c8ef72d1e",[52,58,61,64],{"url":53,"_uid":54,"label":55,"new_tab":56,"component":57},"#","eada60f3-c50f-41c1-8c50-4ffedd119483","開発者向けSDK",false,"top-menu-child",{"url":53,"_uid":59,"label":60,"new_tab":56,"component":57,"style_as_button":56},"e80ecf91-c6c8-4e7a-a5b7-10ec4e05ada0","企業向けアプリ",{"url":53,"_uid":62,"label":63,"new_tab":56,"component":57,"style_as_button":56},"b3d091d9-83d1-4b72-bb8d-0f4be140beaa","会社情報",{"url":53,"_uid":65,"label":66,"new_tab":56,"component":57,"style_as_button":67},"f2040cd1-8c5b-4dcf-8ee1-5b56049d0fe2","サポート",true,"top","global","main-navigation","ja/global/main-navigation",null,-30,[],27501948,"998e76b0-7b0e-4635-8abf-c9db0f0bf29c","2025-04-09T15:16:40.189Z","ja",[],"reference",{"_uid":82,"copy":83,"icon":115,"title":120,"buttons":121,"eyebrow":29,"feature":136,"trustbar":137,"component":138,"icon_size":139,"title_heading":29,"background_image":140,"background_video":142,"reverse_orientation":56},"45a7d7e5-03c2-4b12-a717-508a861158be",{"type":84,"content":85},"doc",[86],{"type":87,"attrs":88,"content":89},"paragraph",{"textAlign":72},[90,98,110],{"text":91,"type":92,"marks":93},"HOOPS AIは、 ","text",[94],{"type":95,"attrs":96},"textStyle",{"color":97},"#FFFFFF",{"text":99,"type":92,"marks":100},"HOOPS Exchangeの",[101,108],{"type":102,"attrs":103},"link",{"href":104,"uuid":105,"anchor":72,"target":106,"linktype":107},"/developers/products/hoops-exchange","6bb4085d-b926-4852-81a8-7a02c45f5abc","_self","story",{"type":95,"attrs":109},{"color":97},{"text":111,"type":92,"marks":112}," CAD変換をPythonに持ち込むことで、エンジニアリングデータを機械学習とつなげます。開発者はCADソフトウェアなしで、CADデータを整理し、実験を実行し、AIモデルをデプロイできます。",[113],{"type":95,"attrs":114},{"color":97},{"id":116,"alt":29,"name":29,"focus":29,"title":29,"source":29,"filename":117,"copyright":29,"fieldtype":118,"meta_data":119,"is_external_url":56},101493445403571,"https://a-us.storyblok.com/f/1023536/33334x10417/6e92d2287e/hoops-ai-white.png","asset",{"alt":29,"title":29,"source":29,"copyright":29},"CADベースのMLのためのフレームワーク",[122,131],{"_uid":123,"href":29,"color":29,"label":124,"action":125,"target":29,"new_tab":67,"outline":56,"alignment":29,"component":126,"destination":127},"afbe2ea3-6b00-412a-854d-3651d6f8e568","無料トライアルを始める","action-link","element-button",{"id":29,"url":128,"linktype":129,"fieldtype":130,"cached_url":128},"https://manage.techsoft3d.com/signin?redirectTo=https%3A%2F%2Fdeveloper.techsoft3d.com%2Fhoops%2Fai%2Ftrial","url","multilink",{"_uid":132,"href":133,"color":29,"label":134,"action":135,"new_tab":56,"outline":67,"alignment":29,"component":126},"798d2adb-d113-4694-89a8-191b72774fc6","talk to an expert","専門家に相談する","action-modal",[],[],"element-hero","large",{"id":72,"alt":72,"name":29,"focus":72,"title":72,"filename":72,"copyright":72,"fieldtype":118,"meta_data":141,"is_external_url":56},{},{"id":143,"alt":29,"name":29,"focus":29,"title":29,"source":29,"filename":144,"copyright":29,"fieldtype":118,"meta_data":145,"is_external_url":56},101489631298467,"https://a-us.storyblok.com/f/1023536/x/18886fb924/adobestock_1521208611-2.mov",{},{"_uid":147,"component":148,"separator":29,"is_uppercase":67},"3bfc3057-4796-4f32-8433-0da49b3f2373","element-breadcrumbs",{"_uid":150,"height":29,"component":151},"980435d0-b318-48d9-9e7c-0c449b4d222c","element-spacer",{"_uid":153,"height":139,"component":151},"9b7ee805-4093-41c2-91b9-7e315ba840f2",{"_uid":155,"copy":156,"visual":175,"buttons":179,"eyebrow":29,"headline":183,"component":184,"headline_heading":29,"reverse_orientation":67},"542fc0bf-1ff5-442d-8e6c-66a480fa78d3",{"type":84,"content":157},[158,166],{"type":87,"attrs":159,"content":160},{"textAlign":72},[161],{"text":162,"type":92,"marks":163},"HOOPS AIは、データ科学者とMLエンジニアのために構築されたフレームワークで、CADデータを使用した機械学習モデルの作成を加速するように設計されています。 ",[164],{"type":95,"attrs":165},{"color":29},{"type":87,"attrs":167,"content":169},{"textAlign":168},"left",[170],{"text":171,"type":92,"marks":172},"HOOPS AIは、CADアクセス、データセット準備、CADエンコーディングを単一の開発者フレンドリーなツールチェーンに統合します。その中心には、摂取、バージョニング、系譜、再現可能な実行を管理する強力なデータパイプラインがあります。実験の調整と再生が容易で、組み込みのビジュアライゼーションや解釈可能性ツールを通じて、データと結果の完全な透明性を維持します。 ",[173],{"type":95,"attrs":174},{"color":29},{"id":176,"alt":29,"name":29,"focus":29,"title":29,"source":29,"filename":177,"copyright":29,"fieldtype":118,"meta_data":178,"is_external_url":56},101492022178732,"https://a-us.storyblok.com/f/1023536/7315x4847/ff5d9980c7/adobestock_1556003374.jpg",{},[180],{"_uid":181,"href":29,"color":29,"label":124,"action":125,"new_tab":67,"outline":56,"alignment":29,"component":126,"text_link":56,"destination":182},"e434d710-d5bb-48b9-ac11-2d380c14ea86",{"id":29,"url":128,"linktype":129,"fieldtype":130,"cached_url":128},"CADから実用的な機械学習への最速の道 ","element-switchback",{"_uid":186,"copy":187,"visual":262,"buttons":266,"eyebrow":29,"headline":267,"component":184,"headline_heading":29,"reverse_orientation":56},"a8b349a7-817e-4ea7-b1d0-3530b5364fd4",{"type":84,"content":188},[189,197,218,236,254],{"type":87,"attrs":190,"content":191},{"textAlign":72},[192],{"text":193,"type":92,"marks":194},"CAD用の機械学習モデルの開発は非常に困難です。それは、従来のコーディングではなくデータサイエンスを最優先するアプローチを要求し、成功は3つの大きなハードルを克服することに依存しています： ",[195],{"type":95,"attrs":196},{"color":29},{"type":198,"content":199},"bullet_list",[200],{"type":201,"content":202},"list_item",[203],{"type":87,"attrs":204,"content":205},{"textAlign":168},[206,213],{"text":207,"type":92,"marks":208},"CADデータの大規模な準備と変換 ",[209,211],{"type":95,"attrs":210},{"color":29},{"type":212},"bold",{"text":214,"type":92,"marks":215},"- 大量の設計データの収集、整理、変換 ",[216],{"type":95,"attrs":217},{"color":29},{"type":198,"content":219},[220],{"type":201,"content":221},[222],{"type":87,"attrs":223,"content":224},{"textAlign":168},[225,231],{"text":226,"type":92,"marks":227},"異種のデータ型 ",[228,230],{"type":95,"attrs":229},{"color":29},{"type":212},{"text":232,"type":92,"marks":233},"- ジオメトリ、トポロジー、メタデータなど ",[234],{"type":95,"attrs":235},{"color":29},{"type":198,"content":237},[238],{"type":201,"content":239},[240],{"type":87,"attrs":241,"content":242},{"textAlign":168},[243,249],{"text":244,"type":92,"marks":245},"AI/ML研究のペースを追いかけること",[246,248],{"type":95,"attrs":247},{"color":29},{"type":212},{"text":250,"type":92,"marks":251}," — 圧倒的で絶え間なく進化する領域をナビゲート ",[252],{"type":95,"attrs":253},{"color":29},{"type":87,"attrs":255,"content":256},{"textAlign":168},[257],{"text":258,"type":92,"marks":259},"HOOPS AIを使用することで、データ科学者や幾何計算エンジニアは、CADデータを使用したMLモデルの作成とトレーニングのための信頼できる基盤を得ることができます。 ",[260],{"type":95,"attrs":261},{"color":29},{"id":263,"alt":29,"name":29,"focus":29,"title":29,"source":29,"filename":264,"copyright":29,"fieldtype":118,"meta_data":265,"is_external_url":56},101492564579246,"https://a-us.storyblok.com/f/1023536/6016x4016/0513269440/adobestock_79459194.jpg",{},[],"CADベースの機械学習のためのフレームワーク ",{"_uid":269,"copy":270,"visual":280,"buttons":284,"content":290,"eyebrow":29,"headline":291,"component":184,"tint_background":56,"headline_heading":29,"alternative_visual":292,"reverse_orientation":67},"d370daf4-d14d-416f-a585-e16e8d2eb6d0",{"type":84,"content":271},[272],{"type":87,"attrs":273,"content":274},{"textAlign":72},[275],{"text":276,"type":92,"marks":277},"機械学習プロジェクトは通常、複数のCADソースからの膨大なデータから始まります。HOOPS AIはHOOPS Exchangeとシームレスに統合し、30以上のCADファイル形式をインポートし、そのPython APIを通じてジオメトリ、トポロジー、メタデータ、PMI、特徴ツリー、アセンブリ構造などへのアクセスを提供します。これは迅速かつ一貫して行われ、高価な外部CADシステムや危険な中間変換に依存することなく、CADデータの完全な忠実度を維持します。",[278],{"type":95,"attrs":279},{"color":29},{"id":281,"alt":29,"name":29,"focus":29,"title":29,"source":29,"filename":282,"copyright":29,"fieldtype":118,"meta_data":283,"is_external_url":56},1501767,"https://a-us.storyblok.com/f/1023536/1069x875/410468223f/demo-hv-mockup.webp",{},[285],{"_uid":286,"href":29,"type":29,"color":29,"label":287,"action":125,"new_tab":56,"outline":56,"alignment":29,"component":126,"text_link":56,"destination":288},"12b71f72-c7e9-4905-a960-0ac98f1e1912","HOOPS Exchangeについてもっと知る",{"id":105,"url":29,"linktype":107,"fieldtype":130,"cached_url":289,"prep":67},"/ja/developers/products/hoops-exchange",[],"HOOPS ExchangeによるCADアクセス ",[],{"_uid":294,"height":29,"component":151},"69c6bd77-9b26-40d8-b5e9-3a122f9b44d6",{"_uid":296,"height":297,"component":151},"acfac4b4-4fd8-4db6-863e-412eb888cddb","small",{"id":299,"_uid":300,"items":301,"component":427},"features","9149c2b3-4112-4268-9421-49266cfef9c1",[302],{"_uid":303,"colors":304,"padding":29,"contents":305,"component":426},"59e404f2-c419-45a4-a2b7-aed5c4a80290","color-dark",[306,308,325],{"_uid":307,"height":29,"component":151},"b076b49f-2309-4d26-8a82-5e56b9b7d665",{"_uid":309,"body":310,"alignment":323,"component":324},"6e60f29b-c1ed-4d9c-afea-71f75092caa0",{"type":84,"content":311},[312],{"type":313,"attrs":314,"content":316},"heading",{"level":315,"textAlign":72},3,[317],{"text":318,"type":92,"marks":319},"機能と利点",[320,322],{"type":95,"attrs":321},{"color":97},{"type":212},"align-center","copy",{"gap":29,"_uid":326,"align":29,"count":327,"width":29,"columns":328,"component":425,"remove_padding":56},"f88af61f-5d49-456b-b7bc-46b4fc0b49d5","column-three",[329,367,399],{"_uid":330,"icon":331,"image":332,"title":334,"button":335,"eyebrow":29,"alignment":323,"component":336,"icon_size":29,"background":337,"description":338,"title_heading":29,"invert_text_color":67},"e5819fd0-6e5a-4aa7-8bf2-8af671c00c34","hugeicons:cube",{"id":72,"alt":72,"name":29,"focus":72,"title":72,"source":72,"filename":29,"copyright":72,"fieldtype":118,"meta_data":333},{},"スケーラブルなデータセット準備",[],"element-feature","bg-transparent",{"type":84,"content":339},[340,359],{"type":87,"attrs":341,"content":342},{"textAlign":72},[343,348,354],{"text":344,"type":92,"marks":345},"3D機械学習技術の開発には、CADデータへのアクセス以上のことが要求されます—それは無数のCADモデルが ",[346],{"type":95,"attrs":347},{"color":29},{"text":349,"type":92,"marks":350},"整理され、分析され、セグメント化され、適応され、クリーニングされる",[351,353],{"type":95,"attrs":352},{"color":29},{"type":212},{"text":355,"type":92,"marks":356}," ことがトレーニング、テスト、および検証のために必要です。 ",[357],{"type":95,"attrs":358},{"color":29},{"type":87,"attrs":360,"content":361},{"textAlign":168},[362],{"text":363,"type":92,"marks":364},"HOOPS AIは、このプロセスを合理化するための強力なPython APIセットと組み込みのビジュアライゼーションツールを提供します。これらのツールは、矛盾、異常、エラーを簡単に検出して修正できるようにし、データセットがトレーニングパイプラインに入る前に信頼性を確保します。 ",[365],{"type":95,"attrs":366},{"color":29},{"_uid":368,"icon":369,"image":370,"title":372,"button":373,"eyebrow":29,"alignment":323,"component":336,"icon_size":374,"background":337,"description":375,"title_heading":29,"invert_text_color":67},"6590c42c-ed52-4570-a6b1-7608552d3c47","hugeicons:view",{"id":72,"alt":72,"name":29,"focus":72,"title":72,"filename":72,"copyright":72,"fieldtype":118,"meta_data":371,"is_external_url":56},{},"CADエンコーディング ",[],"size-medium",{"type":84,"content":376},[377,385],{"type":87,"attrs":378,"content":379},{"textAlign":72},[380],{"text":381,"type":92,"marks":382},"HOOPS AIは、生データCADを機械学習アルゴリズムが理解し処理できる形式に変換するためのすぐに使えるツールを提供します。 ",[383],{"type":95,"attrs":384},{"color":29},{"type":87,"attrs":386,"content":387},{"textAlign":168},[388,393],{"text":389,"type":92,"marks":390},"エンコーディングは、問題にとって意味のある表現に変換し、通常は行列としてストレージに構造化し、モデルトレーニングで効率的に使用できるような一連の複雑なステップを含みます。",[391],{"type":95,"attrs":392},{"color":29},{"text":394,"type":92,"marks":395},"。",[396],{"type":95,"attrs":397},{"color":398},"#292A2E",{"_uid":400,"icon":401,"image":402,"title":404,"button":405,"eyebrow":29,"alignment":323,"component":336,"icon_size":29,"background":406,"description":407,"title_heading":29,"invert_text_color":67},"a6b41268-5868-4d75-acd6-e37f5c9a8b93","hugeicons:repeat",{"id":72,"alt":72,"name":29,"focus":72,"title":72,"source":72,"filename":29,"copyright":72,"fieldtype":118,"meta_data":403},{},"パイプラインの自動化 ",[],"bg-dark",{"type":84,"content":408},[409,417],{"type":87,"attrs":410,"content":411},{"textAlign":72},[412],{"text":413,"type":92,"marks":414},"HOOPS AIは、データアクセス、データセット準備、エンコーディングをカバーし、繰り返し可能で効率的な実験を実現する、機械学習ワークフロー全体のエンドツーエンドのオーケストレーションを提供します。ストレージとログツールはパイプラインのあらゆるステップを記録し、完全な追跡可能性を可能にしながら、イテレーションサイクルを加速します。 ",[415],{"type":95,"attrs":416},{"color":29},{"type":87,"attrs":418,"content":419},{"textAlign":168},[420],{"text":421,"type":92,"marks":422},"HOOPS AIを使ってCADベースの機械学習開発を迅速化しましょう。無料トライアルにサインアップして、よりスマートなワークフローを構築し始めましょう。 ",[423],{"type":95,"attrs":424},{"color":29},"columns","backdrop","group",{"_uid":429,"height":139,"component":151},"4c02b9d6-4c0e-431e-b5d6-794d97f1777d",{"_uid":431,"colors":432,"padding":433,"contents":434,"component":426,"background_image":465,"background_video":469},"a92f21eb-e4aa-4493-8693-6e69faf1c4dc","color-gray","padding-small",[435],{"_uid":436,"body":437,"alignment":29,"component":324,"is_full_width":56},"b512cc5a-0e2b-4357-b982-b72e8fbe1298",{"type":84,"content":438},[439],{"type":440,"content":441},"blockquote",[442,451],{"type":313,"attrs":443,"content":445},{"level":444,"textAlign":72},4,[446],{"text":447,"type":92,"marks":448},"\"私たちは、パート類似検索から始まり、技術の成長とともに新機能に拡大するための『Advanced AI』提供の重要な要因としてHOOPS AIを見ています。最初の導入者の一員となり、AI駆動のエンジニアリングワークフローがどのように進化するかをTech Soft 3Dと一緒に形作っていくことを楽しみにしています。”",[449],{"type":95,"attrs":450},{"color":97},{"type":87,"attrs":452,"content":453},{"textAlign":72},[454,460],{"text":455,"type":92,"marks":456},"Andrew Sartorelli, ",[457,459],{"type":95,"attrs":458},{"color":97},{"type":212},{"text":461,"type":92,"marks":462},"Syneraのソフトウェアパートナーシップ担当VP",[463],{"type":95,"attrs":464},{"color":97},{"id":466,"alt":29,"name":29,"focus":29,"title":29,"source":29,"filename":467,"copyright":29,"fieldtype":118,"meta_data":468,"is_external_url":56},111096511565685,"https://a-us.storyblok.com/f/1023536/1920x1080/4105ca092b/darker-blue-wave-test.png",{},{"id":72,"alt":72,"name":29,"focus":72,"title":72,"source":72,"filename":29,"copyright":72,"fieldtype":118,"meta_data":470},{},{"_uid":472,"messages":473,"component":502,"background":503,"remove_padding":56,"is_verticalized":56},"b7dad74f-d798-4db0-b67e-7cfb41158c80",[474],{"_uid":475,"icon":476,"buttons":477,"content":481,"headline":491,"link_url":29,"component":501,"icon_size":297,"link_label":29,"headline_heading":29},"d6d76c8b-9983-4950-998a-fa9243f92539","hugeicons:ai-brain-03",[478],{"_uid":479,"href":29,"color":29,"label":124,"action":125,"new_tab":67,"outline":56,"alignment":29,"component":126,"text_link":56,"destination":480},"6e7f600b-cd0f-4a3f-8942-acc0ef219405",{"id":29,"url":128,"linktype":129,"fieldtype":130,"cached_url":128},{"type":84,"content":482},[483],{"type":87,"attrs":484,"content":485},{"textAlign":72},[486],{"text":487,"type":92,"marks":488},"今日、無料トライアルを始めましょう",[489],{"type":95,"attrs":490},{"color":97},{"type":84,"content":492},[493],{"type":87,"attrs":494,"content":495},{"textAlign":72},[496],{"text":497,"type":92,"marks":498},"HOOPS AIを試す準備ができましたか？",[499],{"type":95,"attrs":500},{"color":97},"element-callout-child","element-callout",{"id":504,"alt":29,"name":29,"focus":29,"title":29,"source":29,"filename":505,"copyright":29,"fieldtype":118,"meta_data":506,"is_external_url":56},99356330231563,"https://a-us.storyblok.com/f/1023536/4800x2700/111c6ac764/adobestock_905927489.jpg",{},{"gap":29,"_uid":508,"align":29,"count":509,"width":29,"columns":510,"component":425,"remove_padding":67},"2c9fe22a-9c8a-4433-a772-a9263bdd8f9b","column-one",[511,522],{"_uid":512,"body":513,"alignment":323,"component":324,"is_full_width":56},"e090e2ee-0c1c-4545-b641-63d106fe9acc",{"type":84,"content":514},[515],{"type":313,"attrs":516,"content":517},{"level":315},[518],{"text":519,"type":92,"marks":520},"よくある質問 (FAQ)",[521],{"type":212},{"id":523,"_uid":524,"items":525,"component":427},"faq","9eeb4cc3-422b-47cb-965b-71925494119e",[526,542,589,599,609,619,629],{"_uid":527,"title":528,"component":529,"description":530},"bbe5ac78-b377-4b80-9834-62a9aafe22d5","HOOPS AIは単体製品ですか？","element-faq",{"type":84,"content":531},[532,537],{"type":87,"attrs":533,"content":534},{"textAlign":72},[535],{"text":536,"type":92},"はい、HOOPS AIは単体製品です。インストール後、データサイエンスチームはCADデータの取り込み、データセットの構築、実験の実行、モデルのトレーニングを直接行うことができ、追加のサードパーティ製CADパーサーやMLオーケストレーションツールを購入または統合する必要はありません。",{"type":87,"attrs":538,"content":539},{"textAlign":72},[540],{"text":541,"type":92},"ただし、HOOPS AIはHOOPS ExchangeとHOOPS Visualize for webの機能を活用し、ボックスから出してCADデータアクセスとビジュアル化を提供します。 ",{"_uid":543,"title":544,"component":529,"description":545},"a4a6b152-39e4-4697-8a8e-946a17ac487e","HOOPS AIは何をするのですか？",{"type":84,"content":546},[547,552],{"type":87,"attrs":548,"content":549},{"textAlign":72},[550],{"text":551,"type":92},"HOOPS AIは、CADデータから機械学習モデルへの一連の流れを合理化します。それは：",{"type":198,"content":553},[554,561,568,575,582],{"type":201,"content":555},[556],{"type":87,"attrs":557,"content":558},{"textAlign":72},[559],{"text":560,"type":92},"データの取り込み、クリーニング、エンコーディング、および準備をスケールで自動化します。",{"type":201,"content":562},[563],{"type":87,"attrs":564,"content":565},{"textAlign":72},[566],{"text":567,"type":92},"バージョニング、系譜、再現可能な実行、実験オーケストレーションのための強力なパイプラインを提供します。",{"type":201,"content":569},[570],{"type":87,"attrs":571,"content":572},{"textAlign":72},[573],{"text":574,"type":92},"分類、特徴認識、製造可能性分析のためにCADタスクに特化した事前構築のモデルアーキテクチャを含みます。",{"type":201,"content":576},[577],{"type":87,"attrs":578,"content":579},{"textAlign":72},[580],{"text":581,"type":92},"データセットと結果の視覚化と解釈可能性のための組み込みツールを提供します。",{"type":201,"content":583},[584],{"type":87,"attrs":585,"content":586},{"textAlign":72},[587],{"text":588,"type":92},"開発時間を短縮し、実験コストを削減することで、チームの生産性を向上させます。",{"_uid":590,"title":591,"component":529,"description":592},"7124a621-1a64-4a0f-8536-59052de265f5","HOOPS AIの背後にある技術は何ですか？",{"type":84,"content":593},[594],{"type":87,"attrs":595,"content":596},{"textAlign":72},[597],{"text":598,"type":92},"HOOPS AIの中核技術は、CADパーサー、ジオメトリー/トポロジーエンコーダー、実験オーケストレーションを含むCAD認識のMLパイプラインです。それは3D分類と特徴認識のための事前構築のニューラルアーキテクチャを提供します。",{"_uid":600,"title":601,"component":529,"description":602},"3e1a6b01-ecb0-40d7-ac34-3d3092b0a679","HOOPS AIに自分のデータを提供する必要がありますか？",{"type":84,"content":603},[604],{"type":87,"attrs":605,"content":606},{"textAlign":72},[607],{"text":608,"type":92},"はい、HOOPS AIはあなたのデータをクリーニングし、機械学習モデルにアクセスできるように構造化します。 ",{"_uid":610,"title":611,"component":529,"description":612},"1e3b7441-6ae3-4d0f-823b-8ace7d0c54a6","HOOPS AIはどのようなLLMを活用していますか？",{"type":84,"content":613},[614],{"type":87,"attrs":615,"content":616},{"textAlign":72},[617],{"text":618,"type":92},"HOOPS AIは主に大規模言語モデル（LLM）に基づいていません。むしろ、3Dジオメトリーやトポロジー、マルチモーダルCADデータに特化したMLおよびディープラーニングの技術に焦点を当てています。LLMは自然言語による対話、ドキュメント生成、知識検索のために統合できますが、このフレームワークの核ではありません。 ",{"_uid":620,"title":621,"component":529,"description":622},"b0f741a4-d0bf-452e-b0e6-ee2878ededa4","HOOPS AIはどのAIツールと統合されますか？",{"type":84,"content":623},[624],{"type":87,"attrs":625,"content":626},{"textAlign":72},[627],{"text":628,"type":92},"HOOPS AIは、PyTorchやscikit-learnなどの標準的なML/AIフレームワークと連携します。それは、Jupyter、Pandas、NumPy、Matplotlib/Plotlyなどの一般的なデータサイエンスツールと互換性があります。",{"_uid":630,"title":631,"component":529,"description":632},"e4c2720c-9afd-4f49-9e3f-a95c29d32c1e","HOOPS AIでどのようなROIが期待できますか？",{"type":84,"content":633},[634,639],{"type":87,"attrs":635,"content":636},{"textAlign":72},[637],{"text":638,"type":92},"HOOPS AIは、速度、コスト、効率の面で測定可能な向上をもたらします：",{"type":198,"content":640},[641,652,663],{"type":201,"content":642},[643],{"type":87,"attrs":644,"content":645},{"textAlign":72},[646,650],{"text":647,"type":92,"marks":648},"30〜50%のモデルへの時間の短縮",[649],{"type":212},{"text":651,"type":92}," 自動化されたデータ準備とオーケストレーションによって。",{"type":201,"content":653},[654],{"type":87,"attrs":655,"content":656},{"textAlign":72},[657,661],{"text":658,"type":92,"marks":659},"20〜40%の実験あたりのコスト削減",[660],{"type":212},{"text":662,"type":92}," 手作業のエンジニアリングオーバーヘッドを削減することで。",{"type":201,"content":664},[665],{"type":87,"attrs":666,"content":667},{"textAlign":72},[668,672],{"text":669,"type":92,"marks":670},"リーンなスタッフ効率 ",[671],{"type":212},{"text":673,"type":92},"— 小規模チーム（1〜2人のエンジニア）でも、実用的な準備の整ったモデルを構築してデプロイできます。",{"_uid":675,"messages":676,"component":502,"background":703,"remove_padding":56,"is_verticalized":56},"932bb3d7-5913-4d52-99dd-a072129bc6aa",[677],{"_uid":678,"buttons":679,"content":684,"headline":693,"link_url":702,"component":501,"icon_size":29,"link_label":682},"c90cdba5-c792-4623-b9f0-f97498399c7e",[680],{"_uid":681,"href":29,"color":29,"label":682,"action":135,"new_tab":56,"outline":56,"alignment":29,"component":126,"text_link":56,"destination":683},"17e11680-8884-4521-bd7d-3ff014197457","お問い合わせ",{"id":29,"url":133,"linktype":129,"fieldtype":130,"cached_url":133},{"type":84,"content":685},[686],{"type":87,"content":687},[688],{"text":689,"type":92,"marks":690},"当社の専門家がお客様の質問にお答えします",[691],{"type":95,"attrs":692},{"color":97},{"type":84,"content":694},[695],{"type":87,"content":696},[697],{"text":698,"type":92,"marks":699},"ご質問がありますか？",[700],{"type":95,"attrs":701},{"color":97},"/company/contact",{"id":72,"alt":72,"name":29,"focus":72,"title":72,"source":72,"filename":29,"copyright":72,"fieldtype":118,"meta_data":704},{},{"_uid":706,"height":707,"component":151},"f5ac0db6-9d86-436c-8b53-dd5471d791cc","medium",{"id":133,"_uid":709,"items":710,"component":730},"f61d87fb-3327-4dba-b503-a629da7b30f5",[711,713,723,728],{"_uid":712,"height":29,"component":151},"42d181cc-3c40-4eaf-9684-d86a24164901",{"_uid":714,"icon":29,"image":715,"items":717,"title":134,"button":718,"eyebrow":29,"alignment":29,"component":336,"icon_size":29,"background":29,"description":719,"title_heading":722,"invert_text_color":56,"entire_region_linked":56},"684c4cf7-e108-4183-890d-0a0bbf79f987",{"id":72,"alt":72,"name":29,"focus":72,"title":72,"source":72,"filename":29,"copyright":72,"fieldtype":118,"meta_data":716},{},[],[],{"type":84,"content":720},[721],{"type":87},"heading-h2",{"id":724,"_uid":725,"component":726,"business_unit":727},"169db079-f7dc-419c-b134-62ef63c9f571","64f642c1-b886-4098-a103-ade368e070b0","hubspot-form","toolkits",{"_uid":729,"height":29,"component":151},"b21c61c9-d933-4d35-b661-fa209b3d07ac","modal",{"id":732,"_uid":733,"items":734,"component":730},"request preview","91651776-bc3b-4212-bf58-e81ff3196549",[735,737,740],{"_uid":736,"height":29,"component":151},"a70a6e3b-ea45-48d4-be28-1da19a968881",{"id":738,"_uid":739,"component":726,"business_unit":727},"c0f7db57-fc9c-421d-9b98-c1f533a880b1","4d5c61a9-4697-436d-bf16-3885e73957be",{"_uid":741,"height":29,"component":151},"da6cfd42-6a84-46ac-b46d-62d0afffcd5e",{"id":743,"_uid":744,"items":745,"component":730},"contact us","c8845a80-4342-40ec-8723-b972d19b1467",[746],{"id":747,"_uid":748,"component":726,"business_unit":727},"6a778df0-50ae-4fe8-88be-d24c5cf64c8b","f156cf0e-8983-47d8-809d-614253f532e8",{"_uid":750,"title":751,"plugin":752,"description":753},"f358d528-bb92-48c0-9404-88d1f358af8a","HOOPS AI | CADベースの機械学習フレームワーク","meta-fields","HOOPS AIは、データサイエンティストとMLエンジニアのために構築されたフレームワークであり、CADデータを用いた機械学習モデルの作成を加速するよう設計されています。 ","page",{"id":756,"alt":29,"name":29,"focus":29,"title":29,"source":29,"filename":757,"copyright":29,"fieldtype":118,"meta_data":758,"is_external_url":56},1501772,"https://a-us.storyblok.com/f/1023536/2000x996/5b74a2acad/hoops-visualize-rendering-2.webp",{},"hoops-ai","ja/developers/products/hoops-ai",-80,[],35319411,"31c83938-60a9-43fa-ade8-ab1cd2622375","2025-10-29T20:24:10.542Z",[],1791995899,[769],{"name":18,"created_at":19,"published_at":20,"updated_at":21,"id":22,"uuid":23,"content":770,"slug":70,"full_slug":71,"sort_by_date":72,"position":73,"tag_list":783,"is_startpage":56,"parent_id":75,"meta_data":72,"group_id":76,"first_published_at":77,"release_id":72,"lang":78,"path":72,"alternates":784,"default_full_slug":72,"translated_slugs":72},{"_uid":25,"items":771,"component":69},[772,777],{"_uid":28,"left_nav":29,"messages":773,"component":48,"right_nav":29},[774,775,776],{"_uid":32,"icon":33,"link":34,"target":35,"message":36,"component":37},{"_uid":39,"icon":40,"link":41,"target":35,"message":42,"component":37},{"_uid":44,"icon":45,"link":46,"target":29,"message":47,"component":37},{"_uid":50,"menu":778,"component":68,"has_notice":67},[779,780,781,782],{"url":53,"_uid":54,"label":55,"new_tab":56,"component":57},{"url":53,"_uid":59,"label":60,"new_tab":56,"component":57,"style_as_button":56},{"url":53,"_uid":62,"label":63,"new_tab":56,"component":57,"style_as_button":56},{"url":53,"_uid":65,"label":66,"new_tab":56,"component":57,"style_as_button":67},[],[],[],{"cache-control":787,"connection":788,"content-encoding":789,"content-type":790,"date":791,"etag":792,"referrer-policy":793,"sb-be-version":794,"server":795,"strict-transport-security":796,"transfer-encoding":797,"vary":798,"via":799,"x-amz-cf-id":800,"x-amz-cf-pop":801,"x-cache":802,"x-content-type-options":803,"x-frame-options":804,"x-permitted-cross-domain-policies":805,"x-request-id":806,"x-runtime":807,"x-xss-protection":808},"max-age=0, public, s-maxage=604800, stale-if-error=3600","keep-alive","gzip","application/json; charset=utf-8","Wed, 14 Oct 2026 17:02:58 GMT","W/\"c4baa21be59468bd3ccb9aac7603e2d9\"","strict-origin-when-cross-origin","5.980.1","nginx/1.29.1","max-age=31536000","chunked","Origin,Accept-Encoding, Origin","1.1 28541d1c5ba94fa4ae7d6f7a2c07f4f8.cloudfront.net (CloudFront)","B7MlLDZcNYPQUnb8j0aPJyg2aj1HMTgsfKynC2YAh2ja3eQGmG6nyg==","CMH68-P3","Miss from cloudfront","nosniff","SAMEORIGIN","none","883e1d73-9a1f-46a0-8f2c-91b0609d3ec7","0.034988","0",1791997377941]