コンピュータビジョンにおける人工知能市場：コンポーネント、技術、機能、用途、展開モード、最終用途産業別-2025年～2030年の世界予測

コンピュータビジョンにおける人工知能市場は、2023年に261億1,000万米ドルと評価され、2024年にはCAGR 24.02%で321億2,000万米ドルに成長し、2030年には1,178億9,000万米ドルに達すると予測されています。

人工知能はコンピュータ・ビジョンの技術革新の基本的な推進力として台頭し、従来の画像処理と知覚技術を洗練された自動化されたプロセスに変えてきました。近年、AIを活用したコンピュータ・ビジョン・ソリューションは、産業界が視覚データをどのように取得、分析、活用するかに革命をもたらしています。この変革は、製品開発やサービス提供を再構築するだけでなく、精度と効率に関する新たな運用基準を確立しています。

ディープラーニング、機械学習、リアルタイム処理の進歩により、システムは膨大なデータセットから学習することができるようになり、画像認識、物体追跡、文脈の理解が向上しました。企業がこれらの進化する技術の力を活用することで、自律航行、品質検査、監視などの複雑な課題に対処するための設備がより整っています。コンピュータビジョンにおけるAIの統合は、戦略を再考し、ワークフローを最適化し、革新的なアプリケーションを通じて将来の市場動向を予測する業界を後押ししています。

この概説書の目的は、AIがコンピュータビジョンの領域をどのように再活性化し、変革を促し、ビジネス成長の新たな道を切り開いたかについて、明確かつ包括的な視点を提供することです。技術シフトの急速なペースは、効率性の向上だけでなく、まったく新しい市場セグメントや機会の創出も約束し、企業が競争の激しい世界情勢の中で優位に立ち続けることを確実にします。

変革のシフト：技術の進歩がコンピュータビジョンの情勢をどのように再定義しているか

近年の技術進化は、コンピュータビジョンの展望に大きな変化をもたらしました。最先端の神経科学、高度なセンサー技術、計算能力の向上が戦略的に融合することで、画像処理と認識における更なる革新が促進されました。AI主導の機能を従来のコンピュータビジョンモデルと統合する能力により、製造、ヘルスケア、自動車、小売の各分野で、ビジネスプロセスの合理化が可能になりました。

ハードウェア・コンポーネントとソフトウェア・コンポーネントのシームレスな統合は今や標準となっており、多くの組織がリアルタイム・データとクラウドベースの展開を活用した、より俊敏で適応性の高いモデルへと移行しています。高解像度センサー、専用AIアルゴリズム、適応ミドルウェアのこの連携は、デジタル視覚データの取得と分析方法を再定義しました。その影響は、より迅速で正確な意思決定が不可欠な自律走行車からセキュリティ監視に至るまで、さまざまな業界に及んでいます。

企業がスピードとスケーラビリティを重視した革新的なモデルに軸足を移す中、ディープラーニングとコンピュータビジョンの融合は、かつてはSFの専売特許と考えられていた機能強化を後押ししています。企業は現在、日々の業務を改善するだけでなく、こうした変革的なシフトを活用することで、潜在的な市場機会を解き放つことができる立場にあります。

主要なセグメンテーションの洞察多面的な市場において多様な視点を照らし出す

コンピュータビジョン市場は、技術、アプリケーション、業界要件の微妙な相互作用を捉えるために、綿密にセグメント化されています。コンポーネントに基づくセグメンテーションを検討する場合、市場はハードウェア、サービス、ソフトウェアにまたがって分析されます。この中で、ハードウェアはカメラやセンサーの詳細な調査を含み、サービスカテゴリーは新技術の採用者を強化するためのコンサルティングやトレーニングを調査しています。ソフトウェアは、生データを実用的な洞察に変換するのに不可欠なAIアルゴリズムとミドルウェアに分類されます。

さらに、技術に基づくセグメンテーションでは、ステレオビジョンと構造化光に焦点を当てた3Dコンピュータビジョンから、畳み込みニューラルネットワークと再帰的ニューラルネットワークに体系的に分類されたディープラーニングまで、階層的な視点が提供されます。さらに、機械学習を教師あり学習と教師なし学習に分類し、音声認識とテキスト解析がより広範な文脈理解に貢献する自然言語処理によって補完します。

機能的セグメンテーションを分析することで、識別、位置特定、再構築、追跡などのプロセスがどのように最適化されるかが明らかになります。例えば、識別は人間検出と物体検出の両方をカバーし、ローカリゼーションは屋内と屋外のマッピングシナリオに及ぶ。セグメンテーションの旅は、環境と表面の詳細に焦点を当てた再構築で続き、行動と動きのパターンを監視するトラッキングが続きます。さらに、アプリケーション別のセグメンテーションには、3Dモデリング、ジェスチャー認識、画像認識、マシンビジョンなどの側面が含まれ、展開モードはクラウドベースとオンプレミスのセットアップで検討されます。最後に、自動車、ヘルスケア、製造業、小売業、セキュリティ・監視など、最終用途産業別のセグメンテーションを行い、それぞれ独自の要求と技術的前提条件を持っています。

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 自動車産業における自動運転車への移行が加速
    • 製造業および小売業における品質管理業務の自動化の需要増加
  • 抑制要因
    • 他のセンサーやシステムとの統合の複雑さ
  • 機会
    • 患者モニタリングのためのヘルスケアにおけるAIコンピュータービジョンの統合
    • 新興スタートアップ企業への投資と資金調達活動の増加
  • 課題
    • コンピュータービジョン技術に関連する倫理とプライバシーの懸念
• 市場セグメンテーション分析
  • コンポーネント：AI搭載のコンピュータービジョンソリューションに対する消費者の嗜好の高まり
  • テクノロジー：自動運転車における3Dコンピュータービジョン技術の利用拡大
  • 機能：法執行機関やアクセス制御システムにおける顔認識技術の需要の高まり
  • アプリケーション：顔検出や物体検出による固有識別のためのコンピュータービジョンにおけるAIの利用増加
  • 展開モード：スケーラビリティとコスト効率の向上により、コンピュータービジョンにおけるAIのクラウド展開が拡大
  • 最終用途産業：製造業や小売業におけるAIコンピュータービジョンの導入拡大により、作業負荷の複雑さを軽減
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社会
  • 技術的
  • 法律上
  • 環境

第6章 コンピュータビジョンにおける人工知能市場：コンポーネント別

• ハードウェア
  • カメラ
  • センサー
• サービス
  • コンサルティング
  • トレーニング
• ソフトウェア
  • AIアルゴリズム
  • ミドルウェア

第7章 コンピュータビジョンにおける人工知能市場：技術別

• 3Dコンピュータービジョン
  • ステレオビジョン
  • 構造化光
• ディープラーニング
  • 畳み込みニューラルネットワーク
  • 再帰型ニューラルネットワーク
• 機械学習
  • 教師あり学習
  • 教師なし学習
• 自然言語処理
  • 音声認識
  • テキスト分析

第8章 コンピュータビジョンにおける人工知能市場：機能別

• 識別
  • 人間の識別
  • 物体識別
• ローカリゼーション
  • 屋内マッピング
  • 屋外マッピング
• 復興
  • 環境の再構築
  • 表面再構成
• トラッキング
  • 行動追跡
  • モーショントラッキング

第9章 コンピュータビジョンにおける人工知能市場：用途別

• 3Dモデリング
• ジェスチャー認識
• 画像認識
• マシンビジョン

第10章 コンピュータビジョンにおける人工知能市場：展開モード別

• クラウドベース
• オンプレミス

第11章 コンピュータビジョンにおける人工知能市場：最終用途産業別

• 自動車
• ヘルスケア
• 製造業
• 小売り
• セキュリティと監視

第12章 南北アメリカのコンピュータビジョンにおける人工知能市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第13章 アジア太平洋地域のコンピュータビジョンにおける人工知能市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第14章 欧州・中東・アフリカのコンピュータビジョンにおける人工知能市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第15章 競合情勢

• 市場シェア分析, 2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• Adobe Inc.
• Advanced Micro Devices, Inc.
• Amazon Web Services, Inc.
• Apple Inc.
• Arm Limited
• Basler AG
• Clarifai, Inc.
• Cognex Corporation
• Fujitsu Limited
• Google LLC by Alphabet Inc.
• Hailo Technologies Ltd.
• Huawei Technologies Co., Ltd.
• Infosys Limited
• Intel Corporation
• International Business Machines Corporation
• Landing AI
• LXT AI Inc.
• Meta Platforms, Inc.
• Microsoft Corporation
• NetApp, Inc.
• Nvidia Corporation
• Oracle Corporation
• Qualcomm Technologies, Inc.
• Raydiant Inc.
• Samsung Electronics Co. Ltd.
• TechSee Augmented Vision Ltd.
• Unity Software Inc.
• Wovenware, Inc. by Maxar Technologies Inc.
• XenonStack Pvt. Ltd.

LIST OF FIGURES

• FIGURE 1. ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET MULTI-CURRENCY
• FIGURE 2. ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET MULTI-LANGUAGE
• FIGURE 3. ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET RESEARCH PROCESS
• FIGURE 4. ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, 2023 VS 2030
• FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2030 (%)
• FIGURE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2023 VS 2030 (%)
• FIGURE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 23. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 25. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 26. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 27. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 28. ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 29. ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET DYNAMICS
• TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY CAMERAS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SENSORS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY CONSULTING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY AI ALGORITHMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MIDDLEWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY STEREO VISION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY STRUCTURED LIGHT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECURSIVE NEURAL NETWORKS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TEXT ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HUMAN IDENTIFICATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY OBJECT IDENTIFICATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 43. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY INDOOR MAPPING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 44. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY OUTDOOR MAPPING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 45. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 46. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 47. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY ENVIRONMENT RECONSTRUCTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 48. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SURFACE RECONSTRUCTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 49. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 50. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 51. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY BEHAVIOR TRACKING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 52. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MOTION TRACKING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 53. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 54. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 55. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D MODELING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 56. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY GESTURE RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 57. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IMAGE RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 58. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE VISION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 59. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 60. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2030 (USD MILLION)
• TABLE 61. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 62. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 63. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 64. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 65. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 66. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 67. GLOBAL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SECURITY & SURVEILLANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 68. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 69. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 70. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 71. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 72. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 73. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 74. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 75. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 76. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 77. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 78. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 79. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 80. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 81. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 82. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 83. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 84. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 85. AMERICAS ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 86. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 87. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 88. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 89. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 90. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 91. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 92. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 93. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 94. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 95. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 96. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 97. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 98. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 99. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 100. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 101. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 102. ARGENTINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 103. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 104. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 105. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 106. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 107. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 108. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 109. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 110. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 111. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 112. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 113. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 114. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 115. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 116. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 117. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 118. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 119. BRAZIL ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 120. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 121. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 122. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 123. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 124. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 125. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 126. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 127. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 128. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 129. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 130. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 131. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 132. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 133. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 134. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 135. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 136. CANADA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 137. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 138. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 139. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 140. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 141. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 142. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 143. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 144. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 145. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 146. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 147. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 148. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 149. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 150. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 151. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 152. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 153. MEXICO ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 154. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 155. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 156. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 157. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 158. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 159. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 160. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 161. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 162. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 163. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 164. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 165. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 166. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 167. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 168. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 169. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 170. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 171. UNITED STATES ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 172. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 173. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 174. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 175. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 176. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 177. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 178. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 179. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 180. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 181. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 182. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 183. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 184. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 185. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 186. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 187. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 188. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 189. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 190. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 191. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 192. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 193. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 194. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 195. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 196. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 197. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 198. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 199. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 200. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 201. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 202. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 203. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 204. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 205. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 206. AUSTRALIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 207. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 208. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 209. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 210. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 211. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 212. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 213. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 214. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 215. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 216. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 217. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 218. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 219. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 220. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 221. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 222. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 223. CHINA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 224. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 225. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 226. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 227. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 228. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 229. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 230. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 231. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 232. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 233. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 234. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 235. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 236. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 237. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 238. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 239. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 240. INDIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 241. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 242. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 243. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 244. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 245. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 246. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 247. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 248. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 249. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 250. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 251. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 252. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 253. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 254. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 255. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 256. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 257. INDONESIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 258. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 259. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 260. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 261. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 262. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 263. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY 3D COMPUTER VISION, 2018-2030 (USD MILLION)
• TABLE 264. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 265. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 266. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 267. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 268. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY IDENTIFICATION, 2018-2030 (USD MILLION)
• TABLE 269. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY LOCALIZATION, 2018-2030 (USD MILLION)
• TABLE 270. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY RECONSTRUCTION, 2018-2030 (USD MILLION)
• TABLE 271. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY TRACKING, 2018-2030 (USD MILLION)
• TABLE 272. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 273. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 274. JAPAN ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 275. MALAYSIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 276. MALAYSIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 277. MALAYSIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 278. MALAYSIA ARTIFICIAL INTELLIGENCE IN COMPUTER VISION MARKET SIZE, BY S

The Artificial Intelligence in Computer Vision Market was valued at USD 26.11 billion in 2023 and is projected to grow to USD 32.12 billion in 2024, with a CAGR of 24.02%, reaching USD 117.89 billion by 2030.

Artificial Intelligence has emerged as a fundamental driver of innovation in computer vision, transforming traditional imaging and perception techniques into sophisticated, automated processes. In recent years, AI-powered computer vision solutions have revolutionized how industries capture, analyze, and act upon visual data. This transformation is not only reshaping product development and service delivery but also establishing new operational benchmarks for accuracy and efficiency.

Advancements in deep learning, machine learning, and real-time processing have allowed systems to learn from vast datasets, resulting in improved image recognition, object tracking, and contextual understanding. As companies harness the power of these evolving technologies, they remain better equipped to address complex challenges such as autonomous navigation, quality inspection, and surveillance. The integration of AI in computer vision is propelling industries to rethink strategies, optimize workflows, and anticipate future market trends through innovative applications.

The goal of this overview is to provide a clear and comprehensive perspective on how AI has reinvigorated the realm of computer vision, driving transformative change and opening up new avenues for business growth. The rapid pace of technological shifts promises not only enhanced efficiency but also the creation of entirely new market segments and opportunities, ensuring that enterprises continue to stay ahead in a competitive global landscape.

Transformative Shifts: How Technological Advancements Are Redefining the Computer Vision Landscape

Recent technological evolutions have led to profound changes in the computer vision landscape. A strategic convergence of cutting-edge neuroscience, advanced sensor technologies, and increased computational power has catalyzed further innovations in image processing and recognition. The capacity to integrate AI-driven features with traditional computer vision models has enabled businesses to streamline processes in manufacturing, healthcare, automotive, and retail sectors.

Seamless integration between hardware and software components is now standard, and many organizations are transitioning to more agile, adaptive models that leverage real-time data and cloud-based deployments. This alignment of high-resolution sensors, dedicated AI algorithms, and adaptive middleware has redefined how digital visual data is captured and analyzed. The impact is resonating across multiple industries, from autonomous vehicles to security monitoring, where faster, more accurate decision-making is essential.

As firms pivot to innovative models that emphasize speed and scalability, the fusion of deep learning and computer vision is driving enhancements that were once thought to be the exclusive domain of science fiction. Companies are now positioned to not only improve day-to-day operations but also to unlock latent market opportunities by harnessing these transformative shifts.

Key Segmentation Insights: Illuminating Diverse Perspectives in a Multifaceted Market

The computer vision market has been meticulously segmented to capture the nuanced interplay of technology, application, and industry requirements. When examining segmentation based on components, the market is analyzed across hardware, services, and software. In this context, hardware encompasses detailed studies of cameras and sensors, while the services category explores consulting and training to empower adopters of new technologies. Software is dissected further into AI algorithms and middleware, which are vital in translating raw data into actionable insights.

Furthermore, segmentation based on technology offers a layered perspective that spans from 3D computer vision-with additional focus on stereo vision and structured light-to deep learning, which is systematically divided into convolutional neural networks and recursive neural networks. The narrative continues with machine learning segmented in terms of supervised and unsupervised learning, complemented by natural language processing, where speech recognition and text analysis contribute to broader contextual understanding.

Analyzing functional segmentation reveals how processes such as identification, localization, reconstruction, and tracking are optimized. For example, identification covers both human and object detection, while localization extends to indoor and outdoor mapping scenarios. The segmentation journey continues with reconstruction, focusing on environment and surface details, followed by tracking, where behavioral and motion patterns are monitored. Additionally, segmentation by application includes facets such as 3D modeling, gesture recognition, image recognition, and machine vision, while deployment modes are examined in cloud-based versus on-premises setups. Finally, segmentation by end-use industry spans automotive, healthcare, manufacturing, retail, and security and surveillance, each with its own unique demands and technological prerequisites.

Based on Component, market is studied across Hardware, Services, and Software. The Hardware is further studied across Cameras and Sensors. The Services is further studied across Consulting and Training. The Software is further studied across AI Algorithms and Middleware.

Based on Technology, market is studied across 3D Computer Vision, Deep Learning, Machine Learning, and Natural Language Processing. The 3D Computer Vision is further studied across Stereo Vision and Structured Light. The Deep Learning is further studied across Convolutional Neural Networks and Recursive Neural Networks. The Machine Learning is further studied across Supervised Learning and Unsupervised Learning. The Natural Language Processing is further studied across Speech Recognition and Text Analysis.

Based on Function, market is studied across Identification, Localization, Reconstruction, and Tracking. The Identification is further studied across Human Identification and Object Identification. The Localization is further studied across Indoor Mapping and Outdoor Mapping. The Reconstruction is further studied across Environment Reconstruction and Surface Reconstruction. The Tracking is further studied across Behavior Tracking and Motion Tracking.

Based on Application, market is studied across 3D Modeling, Gesture Recognition, Image Recognition, and Machine Vision.

Based on Deployment Mode, market is studied across Cloud-Based and On-Premises.

Based on End-Use Industry, market is studied across Automotive, Healthcare, Manufacturing, Retail, and Security & Surveillance.

Key Regional Insights: Navigating Market Dynamics Across Diverse Global Regions

The geographical spread of the computer vision market accentuates the varying dynamics and opportunities in different regions. In the Americas, robust investments in technology and infrastructure are propelling advancements, driving a surge in the adoption of AI-driven visual systems across diverse industrial sectors.

In the Europe, Middle East & Africa region, historical innovation combined with a focus on regulatory frameworks and sustainable growth is paving the way for tailored implementations of computer vision solutions. The region is rapidly evolving with collaborative initiatives that integrate academic research with practical, real-world applications.

Meanwhile, the Asia-Pacific region stands out for its rapid digitization imperatives and expansive production ecosystems, which serve as both a crucible for innovation and a significant market in their own right. As these regions continue to contribute distinctively to the market landscape, they collectively shape a vibrant, multifaceted market that is geared to address both local and global technological challenges.

Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

Key Companies Insights: Leaders Driving the Future of Computer Vision

A wide spectrum of companies is steering the advancement of computer vision across various domains by investing in research and pushing the boundaries of technological innovation. Dominant players such as Adobe Inc. and Advanced Micro Devices, Inc. have leveraged their engineering capabilities to integrate powerful visual computing capabilities into mainstream applications. Giants like Amazon Web Services, Inc. and Apple Inc. have redefined infrastructure and consumer experience by employing scalable models and state-of-the-art devices.

Innovative entities like Arm Limited and Basler AG have established a strong foundation in hardware performance, while Clarifai, Inc. and Cognex Corporation are at the forefront of developing breakthrough imaging software and analytical solutions. Similarly, global conglomerates such as Fujitsu Limited, Google LLC by Alphabet Inc., and Hailo Technologies Ltd. continue to push the innovation envelope through strategic investments and collaborative ventures. Huawei Technologies Co., Ltd. and Infosys Limited have also made significant strides in integrating cutting-edge computer vision tools within business ecosystems.

Continued contributions from Intel Corporation, International Business Machines Corporation, Landing AI, and LXT AI Inc. underscore the collaborative efforts toward streamlining operational efficiencies. With further advancements from Meta Platforms, Inc., Microsoft Corporation, and NetApp, Inc., the competitive landscape is constantly evolving. Noteworthy progress by Nvidia Corporation, Oracle Corporation, Qualcomm Technologies, Inc., and Raydiant Inc. complements a dynamic environment that is further enriched by initiatives from Samsung Electronics Co. Ltd., TechSee Augmented Vision Ltd., Unity Software Inc., and Wovenware, Inc. Finally, strategic interventions from Maxar Technologies Inc. and XenonStack Pvt. Ltd. highlight the sector's focus on innovative, data-driven approaches.

The report delves into recent significant developments in the Artificial Intelligence in Computer Vision Market, highlighting leading vendors and their innovative profiles. These include Adobe Inc., Advanced Micro Devices, Inc., Amazon Web Services, Inc., Apple Inc., Arm Limited, Basler AG, Clarifai, Inc., Cognex Corporation, Fujitsu Limited, Google LLC by Alphabet Inc., Hailo Technologies Ltd., Huawei Technologies Co., Ltd., Infosys Limited, Intel Corporation, International Business Machines Corporation, Landing AI, LXT AI Inc., Meta Platforms, Inc., Microsoft Corporation, NetApp, Inc., Nvidia Corporation, Oracle Corporation, Qualcomm Technologies, Inc., Raydiant Inc., Samsung Electronics Co. Ltd., TechSee Augmented Vision Ltd., Unity Software Inc., Wovenware, Inc. by Maxar Technologies Inc., and XenonStack Pvt. Ltd.. Actionable Recommendations: Strategic Directions for Industry Leaders in Computer Vision

To sustain competitive advantage in an increasingly complex technological ecosystem, leaders must adopt a multi-dimensional strategy. It is essential to prioritize investments in research and development while embracing a flexible approach that allows for rapid adaptation to field innovations. Emphasizing a balance between in-house development and strategic partnerships can accelerate product innovation and reduce time-to-market gaps.

Leaders are encouraged to actively leverage emerging trends such as deep learning and advanced sensor technologies, while also focusing on strengthening the hardware-software ecosystem. By closely monitoring regional market dynamics and regional differences, organizations can tailor solutions that address localized needs. Moreover, investing in cloud-based deployment models will enhance scalability and resilience, ensuring sustained performance even in rapidly evolving industry environments.

Another critical recommendation is the integration of comprehensive training initiatives and effective knowledge transfer programs to upskill workforce across various technical domains, ultimately leading to higher productivity and innovation momentum.

Conclusion: Embracing Change and Harnessing Innovation in the Computer Vision Space

In summary, artificial intelligence has ushered in a new era in computer vision, marked by significant advancements that enhance precision, efficiency, and operational effectiveness. The multifaceted segmentation analysis highlights the intricacies of component design, technological evolution, functional deployments, application areas, and industry-specific requirements. Each segment reinforces the transformative nature of AI-driven computer vision technologies, offering unparalleled opportunities for growth and competitive differentiation.

The insights derived from regional studies and prominent corporate contributions further underscore the necessity for organizations to adapt swiftly to the emerging trends. The convergence of diverse technological components coupled with dynamic market strategies is paving the way for robust performance improvements across multiple industries. As challenges persist, forward-thinking leaders will continue to drive meaningful change by embracing innovative solutions that not only resolve current operational inefficiencies but also set the foundation for sustained future success.

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Proliferating shift of automotive industry toward autonomous vehicles
    • 5.1.1.2. Rise in demand for automation across manufacturing and retail sector for quality control operations
  • 5.1.2. Restraints
    • 5.1.2.1. Complexities in integration with other sensors and systems
  • 5.1.3. Opportunities
    • 5.1.3.1. Integrating AI computer vision in healthcare for patient monitoring
    • 5.1.3.2. Rising investment and funding activities in emerging startups
  • 5.1.4. Challenges
    • 5.1.4.1. Ethical and privacy concerns associate with computer vision technologies
• 5.2. Market Segmentation Analysis
  • 5.2.1. Component: Increasing consumer preference for AI-powered computer vision solution
  • 5.2.2. Technology: Expanding usage of 3D Computer vision technologies in autonomous vehicles
  • 5.2.3. Function: Growing need for facial recognition technologies in law enforcement and access control systems
  • 5.2.4. Application: Increasing use of AI in computer vision for facial detection and object detection for unique identification
  • 5.2.5. Deployment Modes: Expansion of cloud deployment of AI in computer vision owing to better scalability and cost efficiency
  • 5.2.6. End-Use Industry: Increasing adoption of AI computer vision in manufacturing and retail businesses to reduce the workload complexity
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Artificial Intelligence in Computer Vision Market, by Component

• 6.1. Introduction
• 6.2. Hardware
  • 6.2.1. Cameras
  • 6.2.2. Sensors
• 6.3. Services
  • 6.3.1. Consulting
  • 6.3.2. Training
• 6.4. Software
  • 6.4.1. AI Algorithms
  • 6.4.2. Middleware

7. Artificial Intelligence in Computer Vision Market, by Technology

• 7.1. Introduction
• 7.2. 3D Computer Vision
  • 7.2.1. Stereo Vision
  • 7.2.2. Structured Light
• 7.3. Deep Learning
  • 7.3.1. Convolutional Neural Networks
  • 7.3.2. Recursive Neural Networks
• 7.4. Machine Learning
  • 7.4.1. Supervised Learning
  • 7.4.2. Unsupervised Learning
• 7.5. Natural Language Processing
  • 7.5.1. Speech Recognition
  • 7.5.2. Text Analysis

8. Artificial Intelligence in Computer Vision Market, by Function

• 8.1. Introduction
• 8.2. Identification
  • 8.2.1. Human Identification
  • 8.2.2. Object Identification
• 8.3. Localization
  • 8.3.1. Indoor Mapping
  • 8.3.2. Outdoor Mapping
• 8.4. Reconstruction
  • 8.4.1. Environment Reconstruction
  • 8.4.2. Surface Reconstruction
• 8.5. Tracking
  • 8.5.1. Behavior Tracking
  • 8.5.2. Motion Tracking

9. Artificial Intelligence in Computer Vision Market, by Application

• 9.1. Introduction
• 9.2. 3D Modeling
• 9.3. Gesture Recognition
• 9.4. Image Recognition
• 9.5. Machine Vision

10. Artificial Intelligence in Computer Vision Market, by Deployment Mode

• 10.1. Introduction
• 10.2. Cloud-Based
• 10.3. On-Premises

11. Artificial Intelligence in Computer Vision Market, by End-Use Industry

• 11.1. Introduction
• 11.2. Automotive
• 11.3. Healthcare
• 11.4. Manufacturing
• 11.5. Retail
• 11.6. Security & Surveillance

12. Americas Artificial Intelligence in Computer Vision Market

• 12.1. Introduction
• 12.2. Argentina
• 12.3. Brazil
• 12.4. Canada
• 12.5. Mexico
• 12.6. United States

13. Asia-Pacific Artificial Intelligence in Computer Vision Market

• 13.1. Introduction
• 13.2. Australia
• 13.3. China
• 13.4. India
• 13.5. Indonesia
• 13.6. Japan
• 13.7. Malaysia
• 13.8. Philippines
• 13.9. Singapore
• 13.10. South Korea
• 13.11. Taiwan
• 13.12. Thailand
• 13.13. Vietnam

14. Europe, Middle East & Africa Artificial Intelligence in Computer Vision Market

• 14.1. Introduction
• 14.2. Denmark
• 14.3. Egypt
• 14.4. Finland
• 14.5. France
• 14.6. Germany
• 14.7. Israel
• 14.8. Italy
• 14.9. Netherlands
• 14.10. Nigeria
• 14.11. Norway
• 14.12. Poland
• 14.13. Qatar
• 14.14. Russia
• 14.15. Saudi Arabia
• 14.16. South Africa
• 14.17. Spain
• 14.18. Sweden
• 14.19. Switzerland
• 14.20. Turkey
• 14.21. United Arab Emirates
• 14.22. United Kingdom

15. Competitive Landscape

• 15.1. Market Share Analysis, 2023
• 15.2. FPNV Positioning Matrix, 2023
• 15.3. Competitive Scenario Analysis
  • 15.3.1. EyePop.ai transforms access to computer vision technology with the launch of self-service AI platform
  • 15.3.2. Air India launches AI-based computer vision technology to enhance passenger experience and operational efficiency
  • 15.3.3. Caregility introduces first edge-based computer vision AI capability for healthcare
  • 15.3.4. Axelera AI raises USD 68 million to enhance AI hardware, targeting efficiency and market expansion in computer vision advancements
  • 15.3.5. AI-driven autonomous inspection software transforms energy asset management with cloud-based computer vision solutions
  • 15.3.6. Assert AI secures USD 4 million to transform AI-powered video analytics and expand global footprint
  • 15.3.7. Fiji Airways partners with Assaia to leverage its AI-powered computer vision technology to elevate operational efficiency
  • 15.3.8. Syntax systems partners with cogniac to propel industrial AI with enterprise-grade vision
  • 15.3.9. France-based AI-powered computer vision startup XXII raises EUR 22 million funding
  • 15.3.10. Assert AI launches Pratham to democratizing computer vision and artificial intelligence
  • 15.3.11. Lenskart acquires Tango Eye to elevate retail experience and streamline manufacturing processes
  • 15.3.12. Landing AI launches App Space to enable rapid vision system development
  • 15.3.13. Landing AI and Snowflake partner to empower AI-driven computer vision on unstructured data
  • 15.3.14. Pangiam and West Virginia University Research Corporation partner to develop artificial intelligence and computer vision technology
  • 15.3.15. Meta unveils DINOv2, an AI vision transfer model
  • 15.3.16. Intel Labs advances computer vision development with two new AI models
  • 15.3.17. Deep Learning Robotics receives patent for revolutionary computer vision technology
  • 15.3.18. KPM Analytics acquires food focused AI developer Smart Vision Works
  • 15.3.19. Healthy.io awarded three new U.S. patents for wound-image technology
  • 15.3.20. Phantom AI secures USD 36.5 million to advance driver-assistance systems, enhancing road safety through affordable and innovative AI solutions in the expanding ADAS market
  • 15.3.21. Plainsight and Connection Launch AI Alliance to Bring Computer Vision to Enterprises Across Industries
  • 15.3.22. Michelin Acquires Computer Vision Start-Up RoadBotics
• 15.4. Strategy Analysis & Recommendation
  • 15.4.1. Landing AI
  • 15.4.2. Nvidia Corporation
  • 15.4.3. Meta Platforms, Inc.
  • 15.4.4. Intel Corporation

Companies Mentioned

• 1. Adobe Inc.
• 2. Advanced Micro Devices, Inc.
• 3. Amazon Web Services, Inc.
• 4. Apple Inc.
• 5. Arm Limited
• 6. Basler AG
• 7. Clarifai, Inc.
• 8. Cognex Corporation
• 9. Fujitsu Limited
• 10. Google LLC by Alphabet Inc.
• 11. Hailo Technologies Ltd.
• 12. Huawei Technologies Co., Ltd.
• 13. Infosys Limited
• 14. Intel Corporation
• 15. International Business Machines Corporation
• 16. Landing AI
• 17. LXT AI Inc.
• 18. Meta Platforms, Inc.
• 19. Microsoft Corporation
• 20. NetApp, Inc.
• 21. Nvidia Corporation
• 22. Oracle Corporation
• 23. Qualcomm Technologies, Inc.
• 24. Raydiant Inc.
• 25. Samsung Electronics Co. Ltd.
• 26. TechSee Augmented Vision Ltd.
• 27. Unity Software Inc.
• 28. Wovenware, Inc. by Maxar Technologies Inc.
• 29. XenonStack Pvt. Ltd.