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ビジョントランスフォーマーの世界市場規模、シェア、業界動向分析レポート：コンポーネント別、業界別、用途別、地域別展望と予測、2023年～2030年

Global Vision Transformers Market Size, Share & Industry Trends Analysis Report By Component (Solution (Software, Hardware), and Professional Services), By Vertical, By Application, By Regional Outlook and Forecast, 2023 - 2030

出版日
発行
KBV Research
ページ情報
英文 228 Pages
納期
即納可能 即納可能とは
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.06円
ビジョントランスフォーマーの世界市場規模、シェア、業界動向分析レポート：コンポーネント別、業界別、用途別、地域別展望と予測、2023年～2030年
出版日: 2023年11月30日
発行: KBV Research
ページ情報: 英文 228 Pages
納期: 即納可能 即納可能とは
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

ビジョントランスフォーマー（ViT）市場規模は、予測期間中にCAGR 36.5％で成長し、2030年までに21億米ドルに達すると予測されています。

しかし、大規模なViTモデルのトレーニング、特に複雑なタスクのトレーニングには、膨大な数の計算リソースと時間が消費されます。これらのリソースを取得し維持することは、リソースの少ない企業にとっては法外なコストになりかねないです。ViTモデルの構築と維持には、機械学習とディープラーニングの専門知識を持つ熟練労働力が必要です。この分野の従業員を雇用し、トレーニングするには、コストと時間がかかります。スマートフォンやIoTデバイスなどのエッジデバイスにViTを導入する場合、リソースの効率的な利用を確保するための最適化への追加投資が必要になる可能性があり、コストがかかります。これらの導入コストが高いことが、市場の成長を阻害しています。

コンポーネントの展望

コンポーネント別に見ると、市場はソリューションとプロフェッショナルサービスに二分されます。2022年には、ソリューション・セグメントが市場で最も高い売上シェアを占めました。ViTソリューションは、開発プロセスを合理化する構築済みモデル、開発フレームワーク、ライブラリを提供することで、企業がViTを採用しやすくします。このアクセシビリティにより、より多くの企業がViTの可能性を追求するようになります。ソリューションは、特定のアプリケーションや業界に合わせてViTモデルをカスタマイズできる柔軟性を提供します。この適応性はViTの範囲を広げ、多様な分野での採用を促進します。

ソリューションの展望

ソリューションの種類によって、市場はハードウェアとソフトウェアに分類されます。2022年には、ソフトウェア分野が市場で最大の収益シェアを占めました。ViTソフトウェアには、TensorFlow、PyTorch、Hugging Face Transformersのようなディープラーニングフレームワークが含まれ、これらは事前に構築されたViTモデルやモデル開発のためのツールを提供します。これらのフレームワークは、特定のタスクのためのViTモデルの作成、トレーニング、微調整を効率化します。ViTソフトウェアは、データの前処理と拡張のためのツールを提供し、モデルのトレーニングとロバスト性を高めるために、画像データセットのクリーニング、変換、拡張を可能にします。

業界別展望

業界別では、小売・eコマース、メディア・エンターテインメント、自動車、政府、ヘルスケア・ライフサイエンス、その他に分類されます。自動車分野は、2022年の市場で顕著な収益シェアを記録しました。ViTは、車両、歩行者、自転車、道路標識など、道路上の物体を識別・認識します。この情報は、意思決定や安全運転の確保に不可欠です。ViTは、自律走行車が環境を認識・理解するために不可欠です。ViTは、物体検知、進路計画、障害物回避、自律走行の実現に役立ちます。

用途の展望

用途別に、市場は画像分類、画像キャプション、画像セグメンテーション、物体検出、その他に分類されます。2022年には、物体検出セグメントが最大の収益シェアで市場を独占しました。物体検出は、自律走行車にとって、歩行者、車両、交通標識、障害物などの物体を識別・追跡するために不可欠です。ViTは、自動運転車の物体検出精度と堅牢性を高める。物体検出は、侵入者、不審な活動、許可されていない物体を識別するために監視システムで使用されます。物体検出機能を備えたViTは、セキュリティと脅威の検出を向上させる。

地域別展望

地域別に見ると、市場は北米、欧州、アジア太平洋、LAMEAで分析されます。2022年には、北米地域が最も高い収益シェアを獲得して市場をリードしました。北米、特に米国とカナダは自律走行車開発の拠点です。北米のヘルスケア部門は、X線、CTスキャン、MRIなどの複雑な医療画像を解釈するViTの能力から恩恵を受けています。ViTは、ビジュアル検索、パーソナライズされた商品推奨、在庫管理、自動チェックアウトシステムを可能にすることで、北米の小売・eコマースの状況を一変させました。

目次

第1章 市場範囲と調査手法

  • 市場の定義
  • 目的
  • 市場範囲
  • セグメンテーション
  • 調査手法

第2章 市場要覧

  • 主なハイライト

第3章 市場概要

  • イントロダクション
    • 概要
      • 市場構成とシナリオ
  • 市場に影響を与える主な要因
    • 市場促進要因
    • 市場抑制要因
  • ポーターのファイブフォース分析

第4章 ビジョントランスフォーマー市場で展開されている最近の戦略

第5章 世界のビジョントランスフォーマー市場：コンポーネント別

  • 世界のソリューション市場：地域別
  • 世界のビジョントランスフォーマー市場：ソリューションタイプ別
    • 世界のソフトウェア市場：地域別
    • 世界のハードウェア市場：地域別
  • 世界のプロフェッショナルサービス市場：地域別

第6章 世界のビジョントランスフォーマー市場：業界別

  • 世界のメディア＆エンターテインメント市場：地域別
  • 世界の政府市場：地域別
  • 世界の自動車市場：地域別
  • 世界の小売および電子商取引市場：地域別
  • 世界のヘルスケアおよびライフサイエンス市場：地域別
  • 世界のその他の市場：地域別

第7章 世界のビジョントランスフォーマー市場：用途別

  • 世界の物体検出市場：地域別
  • 世界の画像分類市場：地域別
  • 世界の画像セグメンテーション市場：地域別
  • 世界の画像キャプション市場：地域別
  • 世界のその他の市場：地域別

第8章 世界のビジョントランスフォーマー市場：地域別

  • 北米
    • 北米の市場：国別
      • 米国
      • カナダ
      • メキシコ
      • その他北米地域
  • 欧州
    • 欧州の市場：国別
      • ドイツ
      • 英国
      • フランス
      • ロシア
      • スペイン
      • イタリア
      • その他欧州地域
  • アジア太平洋
    • アジア太平洋の市場：国別
      • 中国
      • 日本
      • インド
      • 韓国
      • シンガポール
      • マレーシア
      • その他アジア太平洋地域
  • ラテンアメリカ・中東・アフリカ
    • ラテンアメリカ・中東・アフリカの市場：国別
      • ブラジル
      • アルゼンチン
      • アラブ首長国連邦
      • サウジアラビア
      • 南アフリカ
      • ナイジェリア
      • その他ラテンアメリカ・中東・アフリカ地域

第9章 企業プロファイル

  • Amazon Web Services, Inc（Amazon.com, Inc.）
  • NVIDIA Corporation
  • Google LLC（Alphabet Inc）
  • OpenAI, LL.C
  • Synopsys, Inc
  • Microsoft Corporation
  • Qualcomm Incorporated
  • Intel Corporation
  • LeewayHertz
  • Clarifai, Inc

第10章 市場の成功必須条件

図表

LIST OF TABLES

  • TABLE 1 Global Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 2 Global Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 3 Global Solution Market by Region, 2023 - 2030, USD Million
  • TABLE 4 Global Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 5 Global Software Market by Region, 2023 - 2030, USD Million
  • TABLE 6 Global Hardware Market by Region, 2023 - 2030, USD Million
  • TABLE 7 Global Professional Services Market by Region, 2023 - 2030, USD Million
  • TABLE 8 Global Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 9 Global Media & Entertainment Market by Region, 2023 - 2030, USD Million
  • TABLE 10 Global Government Market by Region, 2023 - 2030, USD Million
  • TABLE 11 Global Automotive Market by Region, 2023 - 2030, USD Million
  • TABLE 12 Global Retail & Ecommerce Market by Region, 2023 - 2030, USD Million
  • TABLE 13 Global Healthcare & Lifesciences Market by Region, 2023 - 2030, USD Million
  • TABLE 14 Global Others Market by Region, 2023 - 2030, USD Million
  • TABLE 15 Global Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 16 Global Object Detection Market by Region, 2023 - 2030, USD Million
  • TABLE 17 Global Image Classification Market by Region, 2023 - 2030, USD Million
  • TABLE 18 Global Image Segmentation Market by Region, 2023 - 2030, USD Million
  • TABLE 19 Global Image Captioning Market by Region, 2023 - 2030, USD Million
  • TABLE 20 Global Others Market by Region, 2023 - 2030, USD Million
  • TABLE 21 Global Vision Transformers Market by Region, 2023 - 2030, USD Million
  • TABLE 22 North America Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 23 North America Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 24 North America Solution Market by Region, 2023 - 2030, USD Million
  • TABLE 25 North America Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 26 North America Software Market by Country, 2023 - 2030, USD Million
  • TABLE 27 North America Hardware Market by Country, 2023 - 2030, USD Million
  • TABLE 28 North America Professional Services Market by Region, 2023 - 2030, USD Million
  • TABLE 29 North America Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 30 North America Media & Entertainment Market by Country, 2023 - 2030, USD Million
  • TABLE 31 North America Government Market by Country, 2023 - 2030, USD Million
  • TABLE 32 North America Automotive Market by Country, 2023 - 2030, USD Million
  • TABLE 33 North America Retail & Ecommerce Market by Country, 2023 - 2030, USD Million
  • TABLE 34 North America Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 35 North America Others Market by Country, 2023 - 2030, USD Million
  • TABLE 36 North America Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 37 North America Object Detection Market by Country, 2023 - 2030, USD Million
  • TABLE 38 North America Image Classification Market by Country, 2023 - 2030, USD Million
  • TABLE 39 North America Image Segmentation Market by Country, 2023 - 2030, USD Million
  • TABLE 40 North America Image Captioning Market by Country, 2023 - 2030, USD Million
  • TABLE 41 North America Others Market by Country, 2023 - 2030, USD Million
  • TABLE 42 North America Vision Transformers Market by Country, 2023 - 2030, USD Million
  • TABLE 43 US Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 44 US Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 45 US Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 46 US Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 47 US Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 48 Canada Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 49 Canada Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 50 Canada Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 51 Canada Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 52 Canada Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 53 Mexico Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 54 Mexico Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 55 Mexico Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 56 Mexico Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 57 Mexico Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 58 Rest of North America Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 59 Rest of North America Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 60 Rest of North America Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 61 Rest of North America Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 62 Rest of North America Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 63 Europe Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 64 Europe Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 65 Europe Solution Market by Country, 2023 - 2030, USD Million
  • TABLE 66 Europe Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 67 Europe Software Market by Country, 2023 - 2030, USD Million
  • TABLE 68 Europe Hardware Market by Country, 2023 - 2030, USD Million
  • TABLE 69 Europe Professional Services Market by Country, 2023 - 2030, USD Million
  • TABLE 70 Europe Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 71 Europe Media & Entertainment Market by Country, 2023 - 2030, USD Million
  • TABLE 72 Europe Government Market by Country, 2023 - 2030, USD Million
  • TABLE 73 Europe Automotive Market by Country, 2023 - 2030, USD Million
  • TABLE 74 Europe Retail & Ecommerce Market by Country, 2023 - 2030, USD Million
  • TABLE 75 Europe Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 76 Europe Others Market by Country, 2023 - 2030, USD Million
  • TABLE 77 Europe Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 78 Europe Object Detection Market by Country, 2023 - 2030, USD Million
  • TABLE 79 Europe Image Classification Market by Country, 2023 - 2030, USD Million
  • TABLE 80 Europe Image Segmentation Market by Country, 2023 - 2030, USD Million
  • TABLE 81 Europe Image Captioning Market by Country, 2023 - 2030, USD Million
  • TABLE 82 Europe Others Market by Country, 2023 - 2030, USD Million
  • TABLE 83 Europe Vision Transformers Market by Country, 2023 - 2030, USD Million
  • TABLE 84 Germany Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 85 Germany Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 86 Germany Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 87 Germany Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 88 Germany Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 89 UK Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 90 UK Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 91 UK Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 92 UK Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 93 UK Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 94 France Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 95 France Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 96 France Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 97 France Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 98 France Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 99 Russia Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 100 Russia Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 101 Russia Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 102 Russia Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 103 Russia Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 104 Spain Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 105 Spain Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 106 Spain Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 107 Spain Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 108 Spain Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 109 Italy Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 110 Italy Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 111 Italy Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 112 Italy Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 113 Italy Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 114 Rest of Europe Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 115 Rest of Europe Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 116 Rest of Europe Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 117 Rest of Europe Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 118 Rest of Europe Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 119 Asia Pacific Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 120 Asia Pacific Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 121 Asia Pacific Solution Market by Country, 2023 - 2030, USD Million
  • TABLE 122 Asia Pacific Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 123 Asia Pacific Software Market by Country, 2023 - 2030, USD Million
  • TABLE 124 Asia Pacific Hardware Market by Country, 2023 - 2030, USD Million
  • TABLE 125 Asia Pacific Professional Services Market by Country, 2023 - 2030, USD Million
  • TABLE 126 Asia Pacific Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 127 Asia Pacific Media & Entertainment Market by Country, 2023 - 2030, USD Million
  • TABLE 128 Asia Pacific Government Market by Country, 2023 - 2030, USD Million
  • TABLE 129 Asia Pacific Automotive Market by Country, 2023 - 2030, USD Million
  • TABLE 130 Asia Pacific Retail & Ecommerce Market by Country, 2023 - 2030, USD Million
  • TABLE 131 Asia Pacific Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 132 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
  • TABLE 133 Asia Pacific Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 134 Asia Pacific Object Detection Market by Country, 2023 - 2030, USD Million
  • TABLE 135 Asia Pacific Image Classification Market by Country, 2023 - 2030, USD Million
  • TABLE 136 Asia Pacific Image Segmentation Market by Country, 2023 - 2030, USD Million
  • TABLE 137 Asia Pacific Image Captioning Market by Country, 2023 - 2030, USD Million
  • TABLE 138 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
  • TABLE 139 Asia Pacific Vision Transformers Market by Country, 2023 - 2030, USD Million
  • TABLE 140 China Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 141 China Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 142 China Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 143 China Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 144 China Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 145 Japan Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 146 Japan Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 147 Japan Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 148 Japan Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 149 Japan Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 150 India Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 151 India Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 152 India Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 153 India Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 154 India Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 155 South Korea Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 156 South Korea Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 157 South Korea Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 158 South Korea Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 159 South Korea Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 160 Singapore Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 161 Singapore Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 162 Singapore Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 163 Singapore Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 164 Singapore Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 165 Malaysia Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 166 Malaysia Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 167 Malaysia Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 168 Malaysia Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 169 Malaysia Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 170 Rest of Asia Pacific Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 171 Rest of Asia Pacific Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 172 Rest of Asia Pacific Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 173 Rest of Asia Pacific Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 174 Rest of Asia Pacific Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 175 LAMEA Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 176 LAMEA Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 177 LAMEA Solution Market by Country, 2023 - 2030, USD Million
  • TABLE 178 LAMEA Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 179 LAMEA Software Market by Country, 2023 - 2030, USD Million
  • TABLE 180 LAMEA Hardware Market by Country, 2023 - 2030, USD Million
  • TABLE 181 LAMEA Professional Services Market by Country, 2023 - 2030, USD Million
  • TABLE 182 LAMEA Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 183 LAMEA Media & Entertainment Market by Country, 2023 - 2030, USD Million
  • TABLE 184 LAMEA Government Market by Country, 2023 - 2030, USD Million
  • TABLE 185 LAMEA Automotive Market by Country, 2023 - 2030, USD Million
  • TABLE 186 LAMEA Retail & Ecommerce Market by Country, 2023 - 2030, USD Million
  • TABLE 187 LAMEA Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 188 LAMEA Others Market by Country, 2023 - 2030, USD Million
  • TABLE 189 LAMEA Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 190 LAMEA Object Detection Market by Country, 2023 - 2030, USD Million
  • TABLE 191 LAMEA Image Classification Market by Country, 2023 - 2030, USD Million
  • TABLE 192 LAMEA Image Segmentation Market by Country, 2023 - 2030, USD Million
  • TABLE 193 LAMEA Image Captioning Market by Country, 2023 - 2030, USD Million
  • TABLE 194 LAMEA Others Market by Country, 2023 - 2030, USD Million
  • TABLE 195 LAMEA Vision Transformers Market by Country, 2023 - 2030, USD Million
  • TABLE 196 Brazil Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 197 Brazil Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 198 Brazil Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 199 Brazil Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 200 Brazil Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 201 Argentina Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 202 Argentina Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 203 Argentina Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 204 Argentina Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 205 Argentina Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 206 UAE Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 207 UAE Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 208 UAE Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 209 UAE Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 210 UAE Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 211 Saudi Arabia Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 212 Saudi Arabia Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 213 Saudi Arabia Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 214 Saudi Arabia Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 215 Saudi Arabia Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 216 South Africa Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 217 South Africa Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 218 South Africa Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 219 South Africa Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 220 South Africa Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 221 Nigeria Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 222 Nigeria Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 223 Nigeria Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 224 Nigeria Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 225 Nigeria Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 226 Rest of LAMEA Vision Transformers Market, 2023 - 2030, USD Million
  • TABLE 227 Rest of LAMEA Vision Transformers Market by Component, 2023 - 2030, USD Million
  • TABLE 228 Rest of LAMEA Vision Transformers Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 229 Rest of LAMEA Vision Transformers Market by Vertical, 2023 - 2030, USD Million
  • TABLE 230 Rest of LAMEA Vision Transformers Market by Application, 2023 - 2030, USD Million
  • TABLE 231 Key Information - Amazon Web Services, Inc.
  • TABLE 232 Key Information - NVIDIA Corporation
  • TABLE 233 Key Information - Google LLC
  • TABLE 234 Key Information - OpenAI, L.L.C.
  • TABLE 235 key information - Synopsys, Inc.
  • TABLE 236 Key Information - Microsoft Corporation
  • TABLE 237 Key Information - Qualcomm Incorporated
  • TABLE 238 Key Information - Intel Corporation
  • TABLE 239 Key Information - LeewayHertz
  • TABLE 240 Key Information - Clarifai, Inc.
目次

The Global Vision Transformers Market size is expected to reach $2.1 billion by 2030, rising at a market growth of 36.5% CAGR during the forecast period.

Image captioning enriches the user experience across various industries, including e-commerce, social media, news, and entertainment. By providing meaningful and contextually relevant captions for images, ViTs improves user engagement and understanding. Therefore, the image captioning segment will capture 15.8% share in the market by 2030. Image captioning can generate personalized captions tailored to individual user preferences, creating a more engaging and interactive user experience. Image captions enhance the accuracy of visual search by associating keywords and context with images. This is particularly valuable in e-commerce, where consumers search for specific products. Some of the factors impacting the market are growing superior performance in computer vision, increasing adoption of transfer learning and pre-trained models, and high installation cost of these.

Vision transformers have demonstrated superior performance in various computer vision tasks, including object detection, image classification, and segmentation. Their ability to capture long-range dependencies and handle complex visual data sets them apart from traditional computer vision approaches, attracting interest from various industries. These are known for superior accuracy and precision in tasks like image classification, object detection, and image segmentation. Additionally, the availability of pre-trained vision transformer models, like ViT, DeiT, and swin transformer, makes it easier for developers to leverage these models for specific tasks. This accelerates the development of applications and reduces the time and resources required for model training. Pre-trained models are a starting point for many developers and organizations. Increasing adoption of transfer learning and pre-trained models has been a pivotal factor in driving the growth of the market.

However, training large ViT models, particularly for complex tasks, consumes a significant number of computational resources and time. Acquiring and sustaining these resources can be prohibitively expensive for businesses with low resources. Building and maintaining ViT models requires a skilled workforce with expertise in machine learning and deep learning. Hiring and training employees in this field can be costly and time-consuming. Deploying ViTs on edge devices, such as smartphones or IoT devices, may require additional investment in optimization to ensure efficient use of resources, which can be costly. High installation cost of these hinders the market's growth.

Component Outlook

By component, the market is bifurcated into solution and professional services. In 2022, the solution segment held the highest revenue share in the market. ViT solutions make it easier for organizations to adopt ViTs by providing pre-built models, development frameworks, and libraries that streamline the development process. This accessibility encourages more businesses to explore the potential of ViTs. Solutions provide the flexibility to customize ViT models to suit specific applications and industries. This adaptability broadens the scope of ViTs and fosters their adoption in diverse sectors.

Solution Outlook

Under solution type, the market is categorized into hardware and software. In 2022, the software segment witnessed the largest revenue share in the market. ViT software includes deep learning frameworks like TensorFlow, PyTorch, and Hugging Face Transformers, which offer pre-built ViT models and tools for model development. These frameworks streamline creating, training, and fine-tuning ViT models for specific tasks. ViT software provides tools for data preprocessing and augmentation, enabling the cleaning, transformation, and augmentation of image datasets to enhance model training and robustness.

Vertical Outlook

On the basis of vertical, the market is divided into retail & eCommerce, media & entertainment, automotive, government, healthcare & life sciences, and others. The automotive segment recorded a remarkable revenue share in the market in 2022. ViTs identify and recognize objects on the road, including vehicles, pedestrians, cyclists, and road signs. This information is vital for making decisions and ensuring safe driving. ViTs are essential for autonomous vehicles to perceive and understand their environment. They help with object detection, path planning, obstacle avoidance, and enabling autonomous driving.

Application Outlook

Based on application, the market is classified into image classification, image captioning, image segmentation, object detection, and others. In 2022, the object detection segment dominated the market with maximum revenue share. Object detection is essential for autonomous vehicles to identify and track objects such as pedestrians, vehicles, traffic signs, and obstacles. ViTs enhance object detection accuracy and robustness in self-driving cars. Object detection is used in surveillance systems to identify intruders, suspicious activities, and unauthorized objects. ViTs with object detection capabilities improve security and threat detection.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. In 2022, the North America region led the market by generating the highest revenue share. North America, particularly the United States and Canada, are hubs for autonomous vehicles development. The North American healthcare sector benefits from ViTs' capabilities in interpreting complex medical images such as X-rays, CT scans, and MRIs. ViTs have transformed the retail and e-commerce landscape in North America by enabling visual search, personalized product recommendations, inventory management, and automated checkout systems, all of which enhance the shopping experience and operational efficiency.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Amazon Web Services, Inc. (Amazon.com, Inc.), NVIDIA Corporation, Google LLC (Alphabet Inc.), OpenAI, L.L.C., Synopsys, Inc., Microsoft Corporation, Qualcomm Incorporated, Intel Corporation, LeewayHertz, and Clarifai, Inc.

Recent Strategies Deployed in the Vision Transformers Market

Partnerships, Collaborations, and Agreements:

Aug-2023: NVIDIA Corporation came into a partnership with Hugging Face, Inc., a machine learning (ML) and data science platform. Under this partnership, NVIDIA DGX Cloud AI supercomputing was integrated with the Hugging Face platform. Additionally, the partnership helped in the adoption of generative AI through LLMs and customized business data for industry-related applications.

Dec-2022: NVIDIA Corporation formed a partnership with Deutsche Bank AG, a German multinational investment bank and financial services company. Under this partnership, NVIDIA introduced machine learning (ML) and artificial intelligence (AI) in the financial services sector. Additionally, the experience of Deutsche Bank in the financial industry and that of NVIDIA in AI were combined to generate a range of regulatory-compliant AI-powered services.

Mar-2023: Google LLC formed a partnership with Replit, Inc., an online integrated development environment. Through this partnership, the developers of Replit got to access Google Cloud infrastructure, services, and foundation models through Ghostwriter, while the collaborative code editing platform of Replit was accessed by Google Cloud and Workplace developers. Additionally, the collaboration advanced the creation of generative AI applications and created an open ecosystem for generative AI.

Oct-2023: Microsoft Corporation came into a partnership with Siemens AG, a German multinational technology company. Under this partnership, the companies introduced the Siemens Industrial Copilot, which is an AI-powered assistant helping in the betterment of human-machine collaboration in manufacturing. Additionally, the partnership assisted in the amalgamation of Siemens Teamcenter software for product lifecycle management with Microsoft Teams to enable the industrial metaverse.

Jun-2023: Intel Corporation joined hands with Blockade Games Inc., a tech company offering an AI-powered solution. Under this collaboration, the Latent Diffusion Model for 3D (LDM3D) was introduced. The new product uses generative AI to create visual content in three dimensions. Additionally, the LDM3D creates immersive 3D images with a 360-degree view by generating a depth map using the diffusion process.

Product Launches and Product Expansions:

Mar-2023: Microsoft Corporation launched the Visual ChatGPT, a system that helps in communication with ChatGPT through the use of graphical user interfaces. The Visual ChatGPT makes use of several foundation models, which help in the regulation of user requests involving editing and image generation.

Jan-2023: Qualcomm Technologies, Inc., a subsidiary of Qualcomm Incorporated, unveiled the Snapdragon Ride Flex SoC to enhance its Snapdragon Digital Chassis product portfolio. The Snapdragon Ride Flex SoC has the features to support mixed-criticality workloads. The new product assists in the regulation of the workings of several heterogeneous compute resources like ADAS, digital cockpit, and AD functions within a single SoC.

Acquisition and Mergers:

Jun-2022: Synopsys, Inc. completed the acquisition of WhiteHat Security, an application security provider committed to securing digital business. Through this acquisition, Synopsys strengthened its Software-as-a-Service (SaaS) capabilities and dynamic application security testing (DAST) technology. Additionally, Synopsys improved its application security testing products.

Scope of the Study

Market Segments covered in the Report:

By Component

  • Solution
    • Software
    • Hardware
  • Professional Services

By Vertical

  • Media & Entertainment
  • Government
  • Automotive
  • Retail & Ecommerce
  • Healthcare & Lifesciences
  • Others

By Application

  • Object Detection
  • Image Classification
  • Image Segmentation
  • Image Captioning
  • Others

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Companies Profiled

  • Amazon Web Services, Inc. (Amazon.com, Inc.)
  • NVIDIA Corporation
  • Google LLC (Alphabet Inc.)
  • OpenAI, L.L.C.
  • Synopsys, Inc.
  • Microsoft Corporation
  • Qualcomm Incorporated
  • Intel Corporation
  • LeewayHertz
  • Clarifai, Inc.

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Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Vision Transformers Market, by Component
    • 1.4.2 Global Vision Transformers Market, by Vertical
    • 1.4.3 Global Vision Transformers Market, by Application
    • 1.4.4 Global Vision Transformers Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market at a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints
  • 3.3 Porter's Five Forces Analysis

Chapter 4. Recent Strategies Deployed in the Vision Transformers Market

Chapter 5. Global Vision Transformers Market by Component

  • 5.1 Global Solution Market by Region
  • 5.2 Global Vision Transformers Market by Solution Type
    • 5.2.1 Global Software Market by Region
    • 5.2.2 Global Hardware Market by Region
  • 5.3 Global Professional Services Market by Region

Chapter 6. Global Vision Transformers Market by Vertical

  • 6.1 Global Media & Entertainment Market by Region
  • 6.2 Global Government Market by Region
  • 6.3 Global Automotive Market by Region
  • 6.4 Global Retail & Ecommerce Market by Region
  • 6.5 Global Healthcare & Lifesciences Market by Region
  • 6.6 Global Others Market by Region

Chapter 7. Global Vision Transformers Market by Application

  • 7.1 Global Object Detection Market by Region
  • 7.2 Global Image Classification Market by Region
  • 7.3 Global Image Segmentation Market by Region
  • 7.4 Global Image Captioning Market by Region
  • 7.5 Global Others Market by Region

Chapter 8. Global Vision Transformers Market by Region

  • 8.1 North America Vision Transformers Market
    • 8.1.1 North America Vision Transformers Market by Component
      • 8.1.1.1 North America Solution Market by Region
      • 8.1.1.2 North America Vision Transformers Market by Solution Type
        • 8.1.1.2.1 North America Software Market by Country
        • 8.1.1.2.2 North America Hardware Market by Country
      • 8.1.1.3 North America Professional Services Market by Region
    • 8.1.2 North America Vision Transformers Market by Vertical
      • 8.1.2.1 North America Media & Entertainment Market by Country
      • 8.1.2.2 North America Government Market by Country
      • 8.1.2.3 North America Automotive Market by Country
      • 8.1.2.4 North America Retail & Ecommerce Market by Country
      • 8.1.2.5 North America Healthcare & Lifesciences Market by Country
      • 8.1.2.6 North America Others Market by Country
    • 8.1.3 North America Vision Transformers Market by Application
      • 8.1.3.1 North America Object Detection Market by Country
      • 8.1.3.2 North America Image Classification Market by Country
      • 8.1.3.3 North America Image Segmentation Market by Country
      • 8.1.3.4 North America Image Captioning Market by Country
      • 8.1.3.5 North America Others Market by Country
    • 8.1.4 North America Vision Transformers Market by Country
      • 8.1.4.1 US Vision Transformers Market
        • 8.1.4.1.1 US Vision Transformers Market by Component
        • 8.1.4.1.2 US Vision Transformers Market by Vertical
        • 8.1.4.1.3 US Vision Transformers Market by Application
      • 8.1.4.2 Canada Vision Transformers Market
        • 8.1.4.2.1 Canada Vision Transformers Market by Component
        • 8.1.4.2.2 Canada Vision Transformers Market by Vertical
        • 8.1.4.2.3 Canada Vision Transformers Market by Application
      • 8.1.4.3 Mexico Vision Transformers Market
        • 8.1.4.3.1 Mexico Vision Transformers Market by Component
        • 8.1.4.3.2 Mexico Vision Transformers Market by Vertical
        • 8.1.4.3.3 Mexico Vision Transformers Market by Application
      • 8.1.4.4 Rest of North America Vision Transformers Market
        • 8.1.4.4.1 Rest of North America Vision Transformers Market by Component
        • 8.1.4.4.2 Rest of North America Vision Transformers Market by Vertical
        • 8.1.4.4.3 Rest of North America Vision Transformers Market by Application
  • 8.2 Europe Vision Transformers Market
    • 8.2.1 Europe Vision Transformers Market by Component
      • 8.2.1.1 Europe Solution Market by Country
      • 8.2.1.2 Europe Vision Transformers Market by Solution Type
        • 8.2.1.2.1 Europe Software Market by Country
        • 8.2.1.2.2 Europe Hardware Market by Country
      • 8.2.1.3 Europe Professional Services Market by Country
    • 8.2.2 Europe Vision Transformers Market by Vertical
      • 8.2.2.1 Europe Media & Entertainment Market by Country
      • 8.2.2.2 Europe Government Market by Country
      • 8.2.2.3 Europe Automotive Market by Country
      • 8.2.2.4 Europe Retail & Ecommerce Market by Country
      • 8.2.2.5 Europe Healthcare & Lifesciences Market by Country
      • 8.2.2.6 Europe Others Market by Country
    • 8.2.3 Europe Vision Transformers Market by Application
      • 8.2.3.1 Europe Object Detection Market by Country
      • 8.2.3.2 Europe Image Classification Market by Country
      • 8.2.3.3 Europe Image Segmentation Market by Country
      • 8.2.3.4 Europe Image Captioning Market by Country
      • 8.2.3.5 Europe Others Market by Country
    • 8.2.4 Europe Vision Transformers Market by Country
      • 8.2.4.1 Germany Vision Transformers Market
        • 8.2.4.1.1 Germany Vision Transformers Market by Component
        • 8.2.4.1.2 Germany Vision Transformers Market by Vertical
        • 8.2.4.1.3 Germany Vision Transformers Market by Application
      • 8.2.4.2 UK Vision Transformers Market
        • 8.2.4.2.1 UK Vision Transformers Market by Component
        • 8.2.4.2.2 UK Vision Transformers Market by Vertical
        • 8.2.4.2.3 UK Vision Transformers Market by Application
      • 8.2.4.3 France Vision Transformers Market
        • 8.2.4.3.1 France Vision Transformers Market by Component
        • 8.2.4.3.2 France Vision Transformers Market by Vertical
        • 8.2.4.3.3 France Vision Transformers Market by Application
      • 8.2.4.4 Russia Vision Transformers Market
        • 8.2.4.4.1 Russia Vision Transformers Market by Component
        • 8.2.4.4.2 Russia Vision Transformers Market by Vertical
        • 8.2.4.4.3 Russia Vision Transformers Market by Application
      • 8.2.4.5 Spain Vision Transformers Market
        • 8.2.4.5.1 Spain Vision Transformers Market by Component
        • 8.2.4.5.2 Spain Vision Transformers Market by Vertical
        • 8.2.4.5.3 Spain Vision Transformers Market by Application
      • 8.2.4.6 Italy Vision Transformers Market
        • 8.2.4.6.1 Italy Vision Transformers Market by Component
        • 8.2.4.6.2 Italy Vision Transformers Market by Vertical
        • 8.2.4.6.3 Italy Vision Transformers Market by Application
      • 8.2.4.7 Rest of Europe Vision Transformers Market
        • 8.2.4.7.1 Rest of Europe Vision Transformers Market by Component
        • 8.2.4.7.2 Rest of Europe Vision Transformers Market by Vertical
        • 8.2.4.7.3 Rest of Europe Vision Transformers Market by Application
  • 8.3 Asia Pacific Vision Transformers Market
    • 8.3.1 Asia Pacific Vision Transformers Market by Component
      • 8.3.1.1 Asia Pacific Solution Market by Country
      • 8.3.1.2 Asia Pacific Vision Transformers Market by Solution Type
        • 8.3.1.2.1 Asia Pacific Software Market by Country
        • 8.3.1.2.2 Asia Pacific Hardware Market by Country
      • 8.3.1.3 Asia Pacific Professional Services Market by Country
    • 8.3.2 Asia Pacific Vision Transformers Market by Vertical
      • 8.3.2.1 Asia Pacific Media & Entertainment Market by Country
      • 8.3.2.2 Asia Pacific Government Market by Country
      • 8.3.2.3 Asia Pacific Automotive Market by Country
      • 8.3.2.4 Asia Pacific Retail & Ecommerce Market by Country
      • 8.3.2.5 Asia Pacific Healthcare & Lifesciences Market by Country
      • 8.3.2.6 Asia Pacific Others Market by Country
    • 8.3.3 Asia Pacific Vision Transformers Market by Application
      • 8.3.3.1 Asia Pacific Object Detection Market by Country
      • 8.3.3.2 Asia Pacific Image Classification Market by Country
      • 8.3.3.3 Asia Pacific Image Segmentation Market by Country
      • 8.3.3.4 Asia Pacific Image Captioning Market by Country
      • 8.3.3.5 Asia Pacific Others Market by Country
    • 8.3.4 Asia Pacific Vision Transformers Market by Country
      • 8.3.4.1 China Vision Transformers Market
        • 8.3.4.1.1 China Vision Transformers Market by Component
        • 8.3.4.1.2 China Vision Transformers Market by Vertical
        • 8.3.4.1.3 China Vision Transformers Market by Application
      • 8.3.4.2 Japan Vision Transformers Market
        • 8.3.4.2.1 Japan Vision Transformers Market by Component
        • 8.3.4.2.2 Japan Vision Transformers Market by Vertical
        • 8.3.4.2.3 Japan Vision Transformers Market by Application
      • 8.3.4.3 India Vision Transformers Market
        • 8.3.4.3.1 India Vision Transformers Market by Component
        • 8.3.4.3.2 India Vision Transformers Market by Vertical
        • 8.3.4.3.3 India Vision Transformers Market by Application
      • 8.3.4.4 South Korea Vision Transformers Market
        • 8.3.4.4.1 South Korea Vision Transformers Market by Component
        • 8.3.4.4.2 South Korea Vision Transformers Market by Vertical
        • 8.3.4.4.3 South Korea Vision Transformers Market by Application
      • 8.3.4.5 Singapore Vision Transformers Market
        • 8.3.4.5.1 Singapore Vision Transformers Market by Component
        • 8.3.4.5.2 Singapore Vision Transformers Market by Vertical
        • 8.3.4.5.3 Singapore Vision Transformers Market by Application
      • 8.3.4.6 Malaysia Vision Transformers Market
        • 8.3.4.6.1 Malaysia Vision Transformers Market by Component
        • 8.3.4.6.2 Malaysia Vision Transformers Market by Vertical
        • 8.3.4.6.3 Malaysia Vision Transformers Market by Application
      • 8.3.4.7 Rest of Asia Pacific Vision Transformers Market
        • 8.3.4.7.1 Rest of Asia Pacific Vision Transformers Market by Component
        • 8.3.4.7.2 Rest of Asia Pacific Vision Transformers Market by Vertical
        • 8.3.4.7.3 Rest of Asia Pacific Vision Transformers Market by Application
  • 8.4 LAMEA Vision Transformers Market
    • 8.4.1 LAMEA Vision Transformers Market by Component
      • 8.4.1.1 LAMEA Solution Market by Country
      • 8.4.1.2 LAMEA Vision Transformers Market by Solution Type
        • 8.4.1.2.1 LAMEA Software Market by Country
        • 8.4.1.2.2 LAMEA Hardware Market by Country
      • 8.4.1.3 LAMEA Professional Services Market by Country
    • 8.4.2 LAMEA Vision Transformers Market by Vertical
      • 8.4.2.1 LAMEA Media & Entertainment Market by Country
      • 8.4.2.2 LAMEA Government Market by Country
      • 8.4.2.3 LAMEA Automotive Market by Country
      • 8.4.2.4 LAMEA Retail & Ecommerce Market by Country
      • 8.4.2.5 LAMEA Healthcare & Lifesciences Market by Country
      • 8.4.2.6 LAMEA Others Market by Country
    • 8.4.3 LAMEA Vision Transformers Market by Application
      • 8.4.3.1 LAMEA Object Detection Market by Country
      • 8.4.3.2 LAMEA Image Classification Market by Country
      • 8.4.3.3 LAMEA Image Segmentation Market by Country
      • 8.4.3.4 LAMEA Image Captioning Market by Country
      • 8.4.3.5 LAMEA Others Market by Country
    • 8.4.4 LAMEA Vision Transformers Market by Country
      • 8.4.4.1 Brazil Vision Transformers Market
        • 8.4.4.1.1 Brazil Vision Transformers Market by Component
        • 8.4.4.1.2 Brazil Vision Transformers Market by Vertical
        • 8.4.4.1.3 Brazil Vision Transformers Market by Application
      • 8.4.4.2 Argentina Vision Transformers Market
        • 8.4.4.2.1 Argentina Vision Transformers Market by Component
        • 8.4.4.2.2 Argentina Vision Transformers Market by Vertical
        • 8.4.4.2.3 Argentina Vision Transformers Market by Application
      • 8.4.4.3 UAE Vision Transformers Market
        • 8.4.4.3.1 UAE Vision Transformers Market by Component
        • 8.4.4.3.2 UAE Vision Transformers Market by Vertical
        • 8.4.4.3.3 UAE Vision Transformers Market by Application
      • 8.4.4.4 Saudi Arabia Vision Transformers Market
        • 8.4.4.4.1 Saudi Arabia Vision Transformers Market by Component
        • 8.4.4.4.2 Saudi Arabia Vision Transformers Market by Vertical
        • 8.4.4.4.3 Saudi Arabia Vision Transformers Market by Application
      • 8.4.4.5 South Africa Vision Transformers Market
        • 8.4.4.5.1 South Africa Vision Transformers Market by Component
        • 8.4.4.5.2 South Africa Vision Transformers Market by Vertical
        • 8.4.4.5.3 South Africa Vision Transformers Market by Application
      • 8.4.4.6 Nigeria Vision Transformers Market
        • 8.4.4.6.1 Nigeria Vision Transformers Market by Component
        • 8.4.4.6.2 Nigeria Vision Transformers Market by Vertical
        • 8.4.4.6.3 Nigeria Vision Transformers Market by Application
      • 8.4.4.7 Rest of LAMEA Vision Transformers Market
        • 8.4.4.7.1 Rest of LAMEA Vision Transformers Market by Component
        • 8.4.4.7.2 Rest of LAMEA Vision Transformers Market by Vertical
        • 8.4.4.7.3 Rest of LAMEA Vision Transformers Market by Application

Chapter 9. Company Profiles

  • 9.1 Amazon Web Services, Inc. (Amazon.com, Inc.)
    • 9.1.1 Company Overview
    • 9.1.2 Financial Analysis
    • 9.1.3 Segmental Analysis
    • 9.1.4 SWOT Analysis
  • 9.2 NVIDIA Corporation
    • 9.2.1 Company Overview
    • 9.2.2 Financial Analysis
    • 9.2.3 Segmental and Regional Analysis
    • 9.2.4 Research & Development Expenses
    • 9.2.5 Recent strategies and developments:
      • 9.2.5.1 Partnerships, Collaborations, and Agreements:
    • 9.2.6 SWOT Analysis
  • 9.3 Google LLC (Alphabet Inc.)
    • 9.3.1 Company Overview
    • 9.3.2 Financial Analysis
    • 9.3.3 Segmental and Regional Analysis
    • 9.3.4 Research & Development Expense
    • 9.3.5 Recent strategies and developments:
      • 9.3.5.1 Partnerships, Collaborations, and Agreements:
    • 9.3.6 SWOT Analysis
  • 9.4 OpenAI, L.L.C.
    • 9.4.1 Company Overview
    • 9.4.2 SWOT Analysis
  • 9.5 Synopsys, Inc.
    • 9.5.1 Company Overview
    • 9.5.2 Financial Analysis
    • 9.5.3 Segmental and Regional Analysis
    • 9.5.4 Research & Development Expense
    • 9.5.5 Recent strategies and developments:
      • 9.5.5.1 Acquisition and Mergers:
    • 9.5.6 SWOT Analysis
  • 9.6 Microsoft Corporation
    • 9.6.1 Company Overview
    • 9.6.2 Financial Analysis
    • 9.6.3 Segmental and Regional Analysis
    • 9.6.4 Research & Development Expenses
    • 9.6.5 Recent strategies and developments:
      • 9.6.5.1 Partnerships, Collaborations, and Agreements:
      • 9.6.5.2 Product Launches and Product Expansions:
    • 9.6.6 SWOT Analysis
  • 9.7 Qualcomm Incorporated
    • 9.7.1 Company Overview
    • 9.7.2 Financial Analysis
    • 9.7.3 Segmental and Regional Analysis
    • 9.7.4 Research & Development Expense
    • 9.7.5 Recent strategies and developments:
      • 9.7.5.1 Product Launches and Product Expansions:
    • 9.7.6 SWOT Analysis
  • 9.8 Intel Corporation
    • 9.8.1 Company Overview
    • 9.8.2 Financial Analysis
    • 9.8.3 Segmental and Regional Analysis
    • 9.8.4 Research & Development Expenses
    • 9.8.5 Recent strategies and developments:
      • 9.8.5.1 Partnerships, Collaborations, and Agreements:
    • 9.8.6 SWOT Analysis
  • 9.9 LeewayHertz
    • 9.9.1 Company Overview
    • 9.9.2 SWOT Analysis
  • 9.10. Clarifai, Inc.
    • 9.10.1 Company Overview
    • 9.10.2 SWOT Analysis

Chapter 10. Winning Imperatives of Vision Transformers Market