CPGにおける画像認識市場：コンポーネント、展開タイプ、アプリケーション別-2025-2030年の世界予測

CPGにおける画像認識市場の2023年の市場規模は19億4,000万米ドルで、2024年には22億4,000万米ドルに達すると予測され、CAGR 17.09％で成長し、2030年には58億6,000万米ドルに達すると予測されています。

消費者向けパッケージ商品（CPG）分野での画像認識には、マーケティング戦略、在庫管理、消費者エンゲージメントを向上させるために、先進技術を使用して製品画像を識別、追跡、分析することが含まれます。その範囲には、製品の特徴やブランドロゴなどの自動識別が含まれ、リアルタイムの分析やパーソナライズされた顧客とのやり取りを可能にします。競合優位性、迅速なサプライチェーン管理、消費者体験の向上のための正確な考察が求められる、データ主導の市場情勢がますます強まっていることから、その必要性が生じています。アプリケーションは、小売店の棚監視、製品追跡、拡張現実ショッピング体験など多岐にわたる。最終用途には、業務の効率化と販売促進を目指す製造業者、小売業者、マーケティング会社が含まれます。

主な成長要因としては、AI、機械学習、ディープラーニング技術の進歩が挙げられ、画像認識をより正確で身近なものにします。ビッグデータ分析との統合により、実用的な洞察、消費者行動の予測、価格戦略の最適化が可能になります。オムニチャネル・マーケティングのような動向に合わせて、プラットフォーム間でシームレスに動作する堅牢な認識ソフトウェアの開発に潜在的な機会があります。推奨事項としては、データ収集と分析プロセスを合理化し、顧客のパーソナライゼーションとエンゲージメントを強化するために、AIを強化した画像認識プラットフォームに投資することが挙げられます。

しかし、導入コストが高く、大規模なインフラ整備が必要であるため、中小企業がこの技術を採用するのを躊躇する可能性があるなどの制約があります。プライバシーに関する懸念やデータ利用に関する厳しい規制は大きな課題であり、透明性と強固なデータガバナンスの実践が必要となります。

イノベーションと研究は、多様で複雑な環境におけるアルゴリズムの効率と精度の向上、より広範なアクセシビリティのための費用対効果の高いソリューションの開発、安全なデータ管理のためのブロックチェーンの活用に焦点を当てることができます。市場はダイナミックで、絶え間ない技術の進歩と消費者の期待の進化に拍車がかかり、俊敏性とイノベーション主導のアプローチが求められています。このような進化するテクノロジーに迅速に適応し、業務に統合する企業は、消費者の正確な競合考察と最適化された業務効率を活用し、マーケットでの競合優位性を確保することで、大きな利益を得る態勢を整えています。

市場力学：急速に進化するCPGにおける画像認識市場の主要市場インサイトを公開

CPGにおける画像認識市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的意思決定、新たなビジネスチャンスの獲得を行うことができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができるとともに、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • コンプライアンス基準の遵守を伴う、効率的で収益性の高い小売実行プロセスに対するニーズの高まり
  • オムニチャネル・メディアの普及と小売の細分化
  • CPG担当者を支援するクラウド型画像認識ソリューションへの需要の高まり
• 市場抑制要因
  • 画像認識サービスの導入コストが高い
• 市場機会
  • CPG業界におけるAIと画像認識ソリューションの統合による店舗パフォーマンスの向上
  • 市場プレイヤーによる先進的な製品・サービスの開発開拓の増加
• 市場の課題
  • CPGメーカーや小売業者の従来の監査手法への依存

ポーターのファイブフォース：CPGにおける画像認識市場をナビゲートする戦略ツール

ポーターのファイブフォースフレームワークは、市場情勢の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：CPGにおける画像認識市場における外部からの影響の把握

外部マクロ環境要因は、CPGにおける画像認識市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析CPGにおける画像認識市場における競合情勢の把握

CPGにおける画像認識市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックスCPGにおける画像認識市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、CPGにおける画像認識市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨CPGにおける画像認識市場における成功への道筋を描く

CPGにおける画像認識市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

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
    • コンプライアンス基準を遵守した効率的で収益性の高い小売実行プロセスの必要性の高まり
    • オムニチャネルメディアの導入増加と小売業の細分化
    • CPG担当者を支援するクラウドベースの画像認識ソリューションの需要が加速
  • 抑制要因
    • 画像認識サービスの導入コストが高い
  • 機会
    • CPG業界におけるAIと画像認識ソリューションの統合により店舗パフォーマンスを向上
    • 市場参入企業による先進的な製品やサービスの開発の増加
  • 課題
    • CPGメーカーと小売業者の従来の監査方法への依存
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 CPGにおける画像認識市場：コンポーネント別

• ハードウェア
• ソリューションとサービス

第7章 CPGにおける画像認識市場：展開タイプ別

• クラウド
• オンプレミス

第8章 CPGにおける画像認識市場：用途別

• 製品の配置の監査
• カテゴリー分析
• 在庫分析
• 製品と棚の監視分析

第9章 南北アメリカのCPGにおける画像認識市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第10章 アジア太平洋地域のCPGにおける画像認識市場

• 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11章 欧州・中東・アフリカのCPGにおける画像認識市場

• 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12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

• Amazon.com, Inc.
• Blippar Ltd.
• Clarifai, Inc.
• Google LLC
• Huawei Technologies Co., Ltd.
• IBM Corp.
• Imagga Technologies Ltd.
• LTU Tech
• Microsoft Corporation
• NEC Corporation
• Oracle Corporation
• Qualcomm Technologies, Inc.
• Ricoh Company, Ltd.
• Toshiba Corporation
• Vispera Information Technologies
• Wikitude GmbH

LIST OF FIGURES

• FIGURE 1. IMAGE RECOGNITION IN CPG MARKET RESEARCH PROCESS
• FIGURE 2. IMAGE RECOGNITION IN CPG MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 13. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 15. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. IMAGE RECOGNITION IN CPG MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 21. IMAGE RECOGNITION IN CPG MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. IMAGE RECOGNITION IN CPG MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. IMAGE RECOGNITION IN CPG MARKET DYNAMICS
• TABLE 7. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY SOLUTION & SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY AUDITING PRODUCT PLACEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY CATEGORY ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY INVENTORY ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY PRODUCT & SHELF MONITORING ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 19. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 20. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 21. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 22. ARGENTINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 23. ARGENTINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 24. ARGENTINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 25. BRAZIL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 26. BRAZIL IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 27. BRAZIL IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 28. CANADA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 29. CANADA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 30. CANADA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 31. MEXICO IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 32. MEXICO IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 33. MEXICO IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 34. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 35. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 36. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 37. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 38. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 39. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 40. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 41. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 42. AUSTRALIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 43. AUSTRALIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 44. AUSTRALIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 45. CHINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 46. CHINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 47. CHINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 48. INDIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 49. INDIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 50. INDIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 51. INDONESIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 52. INDONESIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 53. INDONESIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 54. JAPAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 55. JAPAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 56. JAPAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 57. MALAYSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 58. MALAYSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 59. MALAYSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 60. PHILIPPINES IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 61. PHILIPPINES IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 62. PHILIPPINES IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 63. SINGAPORE IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 64. SINGAPORE IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 65. SINGAPORE IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 66. SOUTH KOREA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 67. SOUTH KOREA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 68. SOUTH KOREA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 69. TAIWAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 70. TAIWAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 71. TAIWAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 72. THAILAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 73. THAILAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 74. THAILAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 75. VIETNAM IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 76. VIETNAM IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 77. VIETNAM IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 78. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 79. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 80. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 81. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 82. DENMARK IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 83. DENMARK IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 84. DENMARK IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 85. EGYPT IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 86. EGYPT IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 87. EGYPT IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 88. FINLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 89. FINLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 90. FINLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 91. FRANCE IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 92. FRANCE IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 93. FRANCE IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 94. GERMANY IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 95. GERMANY IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 96. GERMANY IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 97. ISRAEL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 98. ISRAEL IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 99. ISRAEL IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 100. ITALY IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 101. ITALY IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 102. ITALY IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 103. NETHERLANDS IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 104. NETHERLANDS IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 105. NETHERLANDS IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 106. NIGERIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 107. NIGERIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 108. NIGERIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 109. NORWAY IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 110. NORWAY IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 111. NORWAY IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 112. POLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 113. POLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 114. POLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 115. QATAR IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 116. QATAR IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 117. QATAR IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 118. RUSSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 119. RUSSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 120. RUSSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 121. SAUDI ARABIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 122. SAUDI ARABIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 123. SAUDI ARABIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 124. SOUTH AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 125. SOUTH AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 126. SOUTH AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 127. SPAIN IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 128. SPAIN IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 129. SPAIN IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 130. SWEDEN IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 131. SWEDEN IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 132. SWEDEN IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 133. SWITZERLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 134. SWITZERLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 135. SWITZERLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 136. TURKEY IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 137. TURKEY IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 138. TURKEY IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 139. UNITED ARAB EMIRATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 140. UNITED ARAB EMIRATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 141. UNITED ARAB EMIRATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 142. UNITED KINGDOM IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 143. UNITED KINGDOM IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 144. UNITED KINGDOM IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 145. IMAGE RECOGNITION IN CPG MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 146. IMAGE RECOGNITION IN CPG MARKET, FPNV POSITIONING MATRIX, 2023

The Image Recognition in CPG Market was valued at USD 1.94 billion in 2023, expected to reach USD 2.24 billion in 2024, and is projected to grow at a CAGR of 17.09%, to USD 5.86 billion by 2030.

Image recognition in the Consumer Packaged Goods (CPG) sector involves using advanced technologies to identify, track, and analyze product images to improve marketing strategies, inventory management, and consumer engagement. The scope includes automatic identification of product features, brand logos, and more, enabling real-time analytics and personalized customer interactions. Necessity arises from an increasingly data-driven market landscape that demands precise insights for competitive advantage, responsive supply chain management, and enhanced consumer experience. Applications span from retail shelf monitoring, product tracking, to augmented reality shopping experiences. The end-use scope involves manufacturers, retailers, and marketing agencies aiming to streamline operations and drive sales.

Key growth influencers include advancements in AI, machine learning, and deep learning technologies, making image recognition more accurate and accessible. Integration with big data analytics enables actionable insights, forecast consumer behavior, and optimize pricing strategies. Potential opportunities lie in the development of robust recognition software that can work seamlessly across platforms, aligning with trends like omnichannel marketing. Recommendations include investing in AI-enhanced image recognition platforms to streamline data collection and analysis processes, enhancing customer personalization and engagement.

However, limitations include high implementation costs and the need for substantial infrastructure development, which could deter smaller companies from adopting the technology. Privacy concerns and stringent regulations around data use pose significant challenges, necessitating transparency and robust data governance practices.

Innovation and research can focus on enhancing algorithmic efficiency and accuracy in diverse and complex environments, developing cost-effective solutions for broader accessibility, and leveraging blockchain for secure data management. The market is dynamic, spurred by constant technological advancements and evolving consumer expectations, demanding agility and an innovation-driven approach. Enterprises that promptly adapt and integrate these evolving technologies in their operations are poised for substantial gains, leveraging precise consumer insights and optimized operational efficiencies to secure competitive advantage in the marketplace.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Image Recognition in CPG Market

The Image Recognition in CPG Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Rising need for efficient and profitable retail execution processes with adherence to compliance standards
  • Increased adoption of omni-channel media and retail fragmentation
  • Accelerating demand for cloud-powered image recognition solutions for aiding CPG representatives
• Market Restraints
  • High installation cost of image recognition services
• Market Opportunities
  • Integration of AI with image recognition solutions in the CPG industry to improve store performance
  • Increasing developments of advanced products and services by market players
• Market Challenges
  • CPG manufacturers and retailers' dependency on traditional auditing methods

Porter's Five Forces: A Strategic Tool for Navigating the Image Recognition in CPG Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Image Recognition in CPG Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Image Recognition in CPG Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Image Recognition in CPG Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Image Recognition in CPG Market

A detailed market share analysis in the Image Recognition in CPG Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Image Recognition in CPG Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Image Recognition in CPG Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Image Recognition in CPG Market

A strategic analysis of the Image Recognition in CPG Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Image Recognition in CPG Market, highlighting leading vendors and their innovative profiles. These include Amazon.com, Inc., Blippar Ltd., Clarifai, Inc., Google LLC, Huawei Technologies Co., Ltd., IBM Corp., Imagga Technologies Ltd., LTU Tech, Microsoft Corporation, NEC Corporation, Oracle Corporation, Qualcomm Technologies, Inc., Ricoh Company, Ltd., Toshiba Corporation, Vispera Information Technologies, and Wikitude GmbH.

Market Segmentation & Coverage

This research report categorizes the Image Recognition in CPG Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Component, market is studied across Hardware and Solution & Services.
• Based on Deployment Type, market is studied across Cloud and On-Premises.
• Based on Application, market is studied across Auditing Product Placement, Category Analysis, Inventory analysis, and Product & Shelf Monitoring Analysis.
• 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.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

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. Rising need for efficient and profitable retail execution processes with adherence to compliance standards
    • 5.1.1.2. Increased adoption of omni-channel media and retail fragmentation
    • 5.1.1.3. Accelerating demand for cloud-powered image recognition solutions for aiding CPG representatives
  • 5.1.2. Restraints
    • 5.1.2.1. High installation cost of image recognition services
  • 5.1.3. Opportunities
    • 5.1.3.1. Integration of AI with image recognition solutions in the CPG industry to improve store performance
    • 5.1.3.2. Increasing developments of advanced products and services by market players
  • 5.1.4. Challenges
    • 5.1.4.1. CPG manufacturers and retailers' dependency on traditional auditing methods
• 5.2. Market Segmentation Analysis
• 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. Image Recognition in CPG Market, by Component

• 6.1. Introduction
• 6.2. Hardware
• 6.3. Solution & Services

7. Image Recognition in CPG Market, by Deployment Type

• 7.1. Introduction
• 7.2. Cloud
• 7.3. On-Premises

8. Image Recognition in CPG Market, by Application

• 8.1. Introduction
• 8.2. Auditing Product Placement
• 8.3. Category Analysis
• 8.4. Inventory analysis
• 8.5. Product & Shelf Monitoring Analysis

9. Americas Image Recognition in CPG Market

• 9.1. Introduction
• 9.2. Argentina
• 9.3. Brazil
• 9.4. Canada
• 9.5. Mexico
• 9.6. United States

10. Asia-Pacific Image Recognition in CPG Market

• 10.1. Introduction
• 10.2. Australia
• 10.3. China
• 10.4. India
• 10.5. Indonesia
• 10.6. Japan
• 10.7. Malaysia
• 10.8. Philippines
• 10.9. Singapore
• 10.10. South Korea
• 10.11. Taiwan
• 10.12. Thailand
• 10.13. Vietnam

11. Europe, Middle East & Africa Image Recognition in CPG Market

• 11.1. Introduction
• 11.2. Denmark
• 11.3. Egypt
• 11.4. Finland
• 11.5. France
• 11.6. Germany
• 11.7. Israel
• 11.8. Italy
• 11.9. Netherlands
• 11.10. Nigeria
• 11.11. Norway
• 11.12. Poland
• 11.13. Qatar
• 11.14. Russia
• 11.15. Saudi Arabia
• 11.16. South Africa
• 11.17. Spain
• 11.18. Sweden
• 11.19. Switzerland
• 11.20. Turkey
• 11.21. United Arab Emirates
• 11.22. United Kingdom

12. Competitive Landscape

• 12.1. Market Share Analysis, 2023
• 12.2. FPNV Positioning Matrix, 2023
• 12.3. Competitive Scenario Analysis
• 12.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Amazon.com, Inc.
• 2. Blippar Ltd.
• 3. Clarifai, Inc.
• 4. Google LLC
• 5. Huawei Technologies Co., Ltd.
• 6. IBM Corp.
• 7. Imagga Technologies Ltd.
• 8. LTU Tech
• 9. Microsoft Corporation
• 10. NEC Corporation
• 11. Oracle Corporation
• 12. Qualcomm Technologies, Inc.
• 13. Ricoh Company, Ltd.
• 14. Toshiba Corporation
• 15. Vispera Information Technologies
• 16. Wikitude GmbH