コンピュータビジョンにおけるAI市場：技術、ソリューション、ユースケース、導入モデル、産業分野別 2022年～2027年

AI in Computer Vision Market by Technology, Solutions, Use Cases, Deployment Model and Industry Verticals 2022 – 2027

概要本レポートでは、コネクテッドデバイス、ハードウェアコンポーネント、組み込みソフトウェア、AIプラットフォーム、分析などと組み合わせて使用されるコンピュータビジョンシステムにおけるAIの... もっと見る

出版社	出版年月	電子版価格	ページ数	言語
Mind Commerce マインドコマース	2022年2月7日	US$2,500 シングルユーザライセンスライセンス・価格情報注文方法はこちら	189	英語

日本語のページは自動翻訳を利用し作成しています。

サマリー

概要

本レポートでは、コネクテッドデバイス、ハードウェアコンポーネント、組み込みソフトウェア、AIプラットフォーム、分析などと組み合わせて使用されるコンピュータビジョンシステムにおけるAIの適用を評価する。このレポートでは、AI分析システムにおけるニューラルネットワークの適用とともに、コンピュータビジョンシステムで使用される機械学習モデルおよびAPIを分析しています。

また、コンピュータビジョンシステムとIoT、エッジコンピューティング、コネクテッドマシンの因果関係を、コアハードウェアとソフトウェア技術とともに評価している。また、感情AIとコンピュータビジョンシステムの関係を、市場要因とともに分析している。

レポートの調査結果を選択する

コンピュータビジョンにおけるAIの世界市場は、2027年までに737億ドルに達すると予測
コンピュータビジョンにおける強化学習の世界市場規模は2027年に347億ドルに達する
2027年には世界の2Dマシンビジョンが34億ドル、3Dマシンビジョンが74億ドルに達する見込み
コンピュータビジョンにおけるAIは、2027年までCAGR37.8%で拡大する
毎秒125フレームレート以上のカメラの世界市場は、2027年に100億ドルを超える見込み
コンピュータビジョンにおけるAIをサポートするアジア太平洋地域のソフトウェア市場は、2027年までに118億ドルに達し、CAGRは33.7％になる

コンピュータビジョンシステムは、写真やビデオから抽出された情報を分析しながら、人間の視覚システムをシミュレートすることに特化したシステムです。デジタルとアナログの両方の画像を処理する信号処理システムと連動した数学的演算によってこれを行う。このシステムは、2次元と3次元の両方のプロセスを活用しています。

AIとは、学習、意思決定、問題解決において、人間の脳と同じようにコンピュータを利用したロボットシステムで情報を整理し、成果を生み出す能力を意味します。AIとコンピュータビジョンシステムの統合により、対象物の識別、分類、情報解析の精度が向上します。

AIを活用することで、コンピュータビジョンシステムは、ビジョンセンシング能力が環境に関する情報を提供するロボットシステムを提供します。この実用化の好例が自律走行車であり、安全な走行のためにコンピュータ・ビジョンとAIによる意思決定に依存しています。

掲載企業

ABエレクトロラックス
ABB株式会社
アイブリアン株式会社
アルゴルックス
アマゾン
AMD
AMP ロボティクス
アップル社
ARMリミテッド
アテナ・セキュリティ
アトメル株式会社
バイドゥ株式会社
バスラー
ブリテリオン・インク
バディ
株式会社セバ
クリエイティブ・バーチャル
キュアメトリクス
デジタル・リーズニング・システムズ株式会社
フェイスブック(メタ)
ゼネラル・エレクトリック
株式会社ジェネラルビジョン
グーグル
グラフコア
グル-プ
グロック
H2O.ai
Hailo
ヒューレットパッカードエンタープライズ
華為技術有限公司 Ltd.
IBM
インスペクト
インテル
アイロボット社
フィリップスN.V.
リープモーション
リープモーション株式会社
ライオンブリッジAI
マイクロソフト
モーションコントロールズロボティクス株式会社
モーション・ドット・アイ
ニュアンス・コミュニケーションズ株式会社
NVidia
オムロンアデプトテクノロジー
パナソニック株式会社
ポイントグラブ株式会社
プリセンソ
クアルコム
リシンク・ロボティクス
ロボティック・ビジョン・テクノロジーズ
サムスン電子
シーメンスAG
ソフトバンクロボティクスホールディング株式会社
スパークコグニション社
テキサス・インスツルメンツ
トライビジョン
ビズシーク
小米科技股份有限公司（Xiaomi Technology Co. Ltd.
ザイリンクス
ZIVID

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Summary

この調査レポートでは、2022年から2027年のコネクテッドデバイス、ハードウェアコンポーネント、組み込みソフトウェア、AIプラットフォーム、分析などと組み合わせて使用されるコンピュータビジョンシステムにおけるAIの適用を評価しています。

主な掲載内容（目次より抜粋）

全体概要
はじめに
技術とアプリケーションの分析
企業分析
コンピュータビジョンにおけるAI市場の分析と予測 2022年～2027年
結論と提言

Overview:

This report assesses the application of AI in computer vision systems used in conjunction with connected devices, hardware components, embedded software, AI platforms and analytics. The report analyzes machine learning models and APIs used in computer vision systems along with the application of neural networks in AI analytics systems.

This research also evaluates the causal relationship of computer vision systems with IoT, Edge computing, and connected machines along with core hardware and software technology. The report also analyzes the relation of emotion AI with computer vision systems along with the market factors.

Select Report Findings:

The global market for AI in computer vision will reach $73.7 billion by 2027
Global reinforcement learning in computer vision will reach $34.7 billion by 2027
Global 2D and 3D machine vision will reach $3.4 billion and $7.4 billion respectively by 2027
Global AI in computer vision by unit volume expansion will grow at 37.8% CAGR through 2027
Global market for cameras with greater than 125 frame rate per second will exceed $10 billion by 2027
Asia Pacific software market in support of AI in computer vision will reach $11.8 billion by 2027 with 33.7% CAGR

Computer vision systems are dedicated to simulate the human visual system while analyzing the information extracted from photos and videos. They do this by way of mathematical operations in conjunction with signal processing systems to process both digital and analog images. These systems leverage both two dimensional and three-dimensional processes.

AI represents the ability to organize information and create outcomes in learning, decision-making, and problem-solving using a computer-enabled robotic system in the same way a human brain does. The integration of AI and computer vision systems enhance the accuracy of object identification, classification, and analysis of information.

Through leveraging AI, computer vision systems provide a robotic system in which vision sensing capabilities provide information about the environment. One of the best examples of this in practice is autonomous vehicles, which rely on computer vision and AI-based decision making for safe travel.

Companies in Report:

AB Electrolux
ABB Ltd.
AIBrian Inc.
Algolux
Amazon Inc.
AMD
AMP Robotics
Apple Inc.
ARM Limited
Athena Security
Atmel Corporation
Baidu Inc.
Basler
Brighterion Inc.
Buddy
Ceva Inc.
Creative Virtual
CureMetrix
Digital Reasoning Systems Inc.
Facebook (Meta)
General Electric
General Vision Inc.
Google
Graphcore
Groopic
Groq
H2O.ai
Hailo
Hewlett Packard Enterprise
Huawei Technologies Co. Ltd.
IBM
Inspekto
Intel
iRobot Corp.
Koninklijke Philips N.V
Leap Motion
Leap Motion Inc.
Lionbridge AI
Microsoft
Motion Controls Robotics Inc.
motion.ai
Nuance Communications Inc.
NVidia
Omron Adept Technology
Panasonic Corporation
PointGrab Ltd.
Presenso
Qualcomm
Rethink Robotics
Robotic Vision Technologies
Samsung Electronics Co Ltd.
Siemens AG
SoftBank Robotics Holding Corp.
SparkCognition Inc.
Texas Instruments Inc.
TriVision
Vizseek
Xiaomi Technology Co. Ltd.
Xilinx
ZIVID

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1.0 Executive Summary

1.1 Overview

1.2 Research Objectives

1.3 Select Findings

2.0 Introduction

2.1 Defining AI in Computer Vision

2.1.1 Image and Video Processing

2.1.2 Conversational User Interface

2.2 Artificial General Intelligence and Super Intelligence

2.3 AI and Computer Vision Market Predictions

2.4 AI Outcomes and Enterprise Benefits

2.5 Cognitive Computing and Swarm Intelligence

2.6 Market Driver and Opportunity Analysis

2.6.1 Market Opportunities

2.7 Market Challenge Analysis

2.8 Covid-19 Impact

2.9 Value Chain Analysis

2.9.1 AI Companies

2.9.2 IoT Companies

2.9.3 AI Analytics Providers

2.9.4 Semiconductor Companies

2.9.5 End Users

2.10 Pricing Analysis

2.11 Hs Code 854231

2.12 AI Patent and Regulatory Framework

2.13 AI Public Policy Issues

3.0 Technology and Application Analysis

3.1 Technology Analysis

3.1.1 Cognitive Robots

3.1.2 IoT Device and System

3.1.3 Vision Camera Technology

3.1.4 Hardware Component

3.1.5 AI Software and Platform

3.2 IoT Device Ecosytem: Consumer, Enterprise, Industrial, and Government

3.2.1 Wearable Devices

3.2.2 Medical Devices

3.2.3 Smart Appliances

3.2.4 Security Devices

3.2.5 Industrial Machines

3.2.6 In-Vehicle Devices

3.2.7 Military Devices

3.2.8 Agriculture Specific Devices

3.2.9 Video Communication Devices

3.3 Machine Learning Model

3.3.1 Deep Learning

3.3.2 Supervised vs. Unsupervised Learning

3.3.3 Reinforcement Learning

3.3.4 Machine Learning APIs

3.3.4.1 IBM Watson API

3.3.4.2 Microsoft Azure Machine Learning API

3.3.4.3 Google Prediction API

3.3.4.4 Amazon Machine Learning API

3.3.4.5 BigML

3.3.4.6 AT&T Speech API

3.3.4.7 Wit.ai

3.3.4.8 AlchemyAPI

3.3.4.9 Diffbot

3.3.4.10 PredictionIO

3.3.4.11 General Application Environment

3.4 Artificial Neural Networks

3.5 Emotion AI Analysis

3.5.1 Facial Detection APIs

3.5.2 Text Recognition APIs

3.5.3 Speech Recognition APIs

3.6 Edge Computing and 5G Networks

3.7 Smart Machine and Virtual Twinning

3.8 Factory Automation and Industry 4.0

3.9 Building Automation and Smart Workplace

3.10 Cloud Robotics and Public Security

3.11 Predictive 3D Design

3.12 IoT Application and Big Data Analytics

3.12.1 Data Science and Predictive Analytics

3.13 AI Application Delivery Platforms

3.13.1 AIaaS and MLaaS

3.14 Enterprise Adoption and External Investment

3.14.1 Enterprise AI Drive Productivity Gains

3.15 Application and Industry Vertical Analysis

3.16 Use Case Analysis

3.16.1 Vulcan Safer Workplace Solution

3.16.2 ADLINK Weld Defect Detection

3.16.3 Retail Customer Behavior Tracking

3.16.4 Image Segmentation in Public Health

3.16.5 Object Recognition in Automotive Industry

4.0 Company Analysis

4.1 NVidia

4.2 Intel

4.3 Microsoft

4.4 IBM

4.5 Qualcomm

4.6 Amazon Inc.

4.7 Xilinx

4.8 Google

4.9 Facebook (Meta)

4.10 AMD

4.11 Graphcore

4.12 Leap Motion

4.13 Samsung Electronics Co Ltd.

4.14 Baidu Inc.

4.15 Huawei Technologies Co. Ltd.

4.16 H2O.ai

4.17 ARM Limited

4.18 Hewlett Packard Enterprise

4.19 Siemens AG

4.20 Apple Inc.

4.21 General Electric

4.22 ABB Ltd.

4.23 Koninklijke Philips N.V

4.24 AB Electrolux

4.25 Digital Reasoning Systems Inc.

4.26 SparkCognition Inc.

4.27 Rethink Robotics

4.28 Motion Controls Robotics Inc.

4.29 Panasonic Corporation

4.30 Nuance Communications Inc.

4.31 motion.ai

4.32 Buddy

4.33 PointGrab Ltd.

4.34 Xiaomi Technology Co. Ltd.

4.35 Leap Motion Inc.

4.36 Atmel Corporation

4.37 Texas Instruments Inc.

4.38 Omron Adept Technology

4.39 AIBrian Inc.

4.40 Brighterion Inc.

4.41 General Vision Inc.

4.42 SoftBank Robotics Holding Corp.

4.43 iRobot Corp.

4.44 Presenso

4.45 Creative Virtual

4.46 Groq

4.47 Basler

4.48 Hailo

4.49 Ceva Inc.

4.50 Groopic

4.51 Algolux

4.52 Athena Security

4.53 Lionbridge AI

4.54 Vizseek

4.55 CureMetrix

4.56 TriVision

4.57 Robotic Vision Technologies

4.58 AMP Robotics

4.59 ZIVID

4.60 Inspekto

5.0 AI in Computer Vision Market Analysis and Forecasts 2022 – 2027

5.1 AI in Computer Vision Market 2022 – 2027

5.1.1 Global AI in Computer Vision Market

5.1.2 AI in Computer Vision Market by Hardware, Software and Services

5.1.2.1 AI in Computer Vision Market Hardware Type

5.1.2.1.1 AI in Computer Vision Market by Connected Device Type

5.1.2.1.1.1 AI in Computer Vision Market IoT Device Type

5.1.2.1.2 AI in Computer Vision Market by Component Type

5.1.2.1.2.1 AI in Computer Vision Market by Embedded Component Type

5.1.2.1.2.2 AI in Computer Vision Market by Processor Type

5.1.2.2 AI in Computer Vision Market by Software Type

5.1.2.3 AI in Computer Vision Market by Service Type

5.1.2.3.1 AI in Computer Vision Market by Professional Service Type

5.1.3 AI in Computer Vision Market by Camera Technology

5.1.3.1 AI in Computer Vision Market by Camera Technology Frame Rate Type

5.1.3.2 AI in Computer Vision Market by Camera Technology Resolution Type

5.1.4 AI in Computer Vision Market by Machine Learning Model Type

5.1.4.1 AI in Computer Vision Market by Supervised Machine Learning Model Type

5.1.5 AI in Computer Vision Market by Management Function Type

5.1.6 AI in Computer Vision Market by Application Type

5.1.6.1 AI in Computer Vision Market by Industrial Vision Type

5.1.7 AI in Computer Vision Market by Industry Vertical

5.1.7.1 AI in Computer Vision Market by Automotive and Transportation Application

5.1.7.2 AI in Computer Vision Market by Consumer Electronics Application

5.1.7.3 AI in Computer Vision Market by Healthcare and Medical Application

5.1.7.4 AI in Computer Vision Market by Retail and Apparel Application

5.1.7.5 AI in Computer Vision Market by Security and Surveillance Application

5.1.7.6 AI in Computer Vision Market by Manufacturing Application

5.1.7.7 AI in Computer Vision Market by Agriculture Application

5.1.7.8 AI in Computer Vision Market by Logistics and Supply Chain Application

5.1.7.9 AI in Computer Vision Market by Public Safety, Military and Defense Application

5.1.7.10 AI in Computer Vision Market by Oil, Gas, and Mining Application

5.1.7.11 AI in Computer Vision Market by Telecommunication and IT Application

5.1.7.12 AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application

5.1.8 AI in Computer Vision Market by Deployment Type

5.1.8.1 AI in Computer Vision Market Cloud Deployment Type

5.1.9 AI in Computer Vision Market by Customer Type

5.1.10 AI in Computer Vision Market by Region

5.1.10.1 North America AI in Computer Vision Market by Country

5.1.10.2 APAC AI in Computer Vision Market by Country

5.1.10.3 Europe AI in Computer Vision Market by Country

5.1.10.4 MEA AI in Computer Vision Market by Country

5.1.10.5 Latin America AI in Computer Vision Market by Country

5.2 Regional AI in Computer Vision Market 2022 – 2027

5.2.1 North America AI in Computer Vision Market: Hardware, Software, Service, Function, Machine Learning, Enterprise, Deployment, Camera Technology, Application, and Industry Vertical

5.2.2 APAC AI in Computer Vision Market: Hardware, Software, Service, Function, Machine Learning, Enterprise, Deployment, Camera Technology, Application, and Industry Vertical

5.2.3 Europe AI in Computer Vision Market: Hardware, Software, Service, Function, Machine Learning, Enterprise, Deployment, Camera Technology, Application, and Industry Vertical

5.2.4 MEA AI in Computer Vision Market: Hardware, Software, Service, Function, Machine Learning, Enterprise, Deployment, Camera Technology, Application, and Industry Vertical

5.2.5 Latin America AI in Computer Vision Market: Hardware, Software, Service, Function, Machine Learning, Enterprise, Deployment, Camera Technology, Application, and Industry Vertical

5.3 AI in Computer Vision Unit Average Price 2022 – 2027

5.3.1 Global AI in Computer Vision Unit Average Price by Connected Device Type

5.3.2 Global AI in Computer Vision Unit Average Price by Component Type

5.3.3 Global AI in Computer Vision Unit Average Price by Software Type

5.4 AI in Computer Vision Unit Deployment 2022 – 2027

5.4.1 Global AI in Computer Vision Unit Deployment

5.4.2 AI in Computer Vision Unit Deployment by Segment

5.4.2.1 AI in Computer Vision Unit Deployment by Hardware Type

5.4.2.1.1 AI in Computer Vision Unit Deployment by Connected Device Type

5.4.2.1.1.1 AI in Computer Vision Unit Deployment by IoT Device Type

5.4.2.1.2 AI in Computer Vision Unit Deployment by Component Type

5.4.2.2 AI in Computer Vision Unit Deployment by Software Type

5.4.3 Global AI in Computer Vision Unit Deployment by Region

5.4.3.1 North America AI in Computer Vision Unit Deployment by Country

5.4.3.2 APAC AI in Computer Vision Unit Deployment by Country

5.4.3.3 Europe AI in Computer Vision Unit Deployment by Country

5.4.3.4 MEA AI in Computer Vision Unit Deployment by Country

5.4.3.5 Latin America AI in Computer Vision Unit Deployment by Country

5.5 Regional AI in Computer Vision Unit Deployment 2022 – 2027

5.5.1 North America AI in Computer Vision Unit Deployment: Connected Device, Iot Device, Software, and Component

5.5.2 APAC AI in Computer Vision Unit Deployment: Connected Device, Iot Device, Software, and Component

5.5.3 Europe AI in Computer Vision Unit Deployment: Connected Device, Iot Device, Software, and Component

5.5.4 MEA AI in Computer Vision Unit Deployment: Connected Device, Iot Device, Software, and Component

5.5.5 Latin America AI in Computer Vision Unit Deployment: Connected Device, Iot Device, Software, and Component

6.0 Conclusions and Recommendations

Figures

Figure 1: Computer Vision System

Figure 2: Integration of AI and Computer Vision System

Figure 3: Image and Video processing with Deep Learning

Figure 4: Conversational User Interface

Figure 5: AI Technology Impact Landscape

Figure 6: HS Code 854231 Defining

Figure 7: HS Codes 854231 Import and Export Trends

Figure 8: HS Codes 854231 Import and Export Trends

Figure 9: Cognitive Robotics Module

Figure 10: IoT AI Architecture

Figure 11: Machine Vision Imaging System

Figure 12: AI Chipset

Figure 13: Cortex AI Platform

Figure 14: Supervised, Unsupervised, and Reinforcement Learning

Figure 15: Sentiment Analysis with Deep Learning

Figure 16: 5G NR Requirement for AI Network

Figure 17: AI Smart Machine Landscape

Figure 18: IIoT MLaaS Landscape

Figure 19: AI in Smart Workplace

Figure 20: AI Application Matrix

Figure 21: AI Driven Enterprise Productivity Gains

Figure 22: AI Supervised Human Workers

Figure 23: AI and Computer Vision Industry Application Matrix

Figure 24: VizSeek Visual Search Engine

Figure 25: Global AI in Computer Vision Market 2022 – 2027

Figure 26: Global AI in Computer Vision Unit Deployment 2022 – 2027

Tables

Table 1: AI External Investment

Table 2: AI Driven Economic Transaction Percentage

Table 3: AI Business Analytics Software Percentage

Table 4: AI Self Service Visual Discovery

Table 5: AI Building Security System Percentage

Table 6: AI Generated Business Content Percentage

Table 7: Global AI in Computer Vision Market by Segments 2022 – 2027

Table 8: Global AI in Computer Vision Market by Hardware Type 2022 – 2027

Table 9: Global AI in Computer Vision Market by Connected Device Type 2022 – 2027

Table 10: Global AI in Computer Vision Market by IoT Device Type 2022 – 2027

Table 11: Global AI in Computer Vision Market by Component Type 2022 – 2027

Table 12: Global AI in Computer Vision Market by Embedded Component Type 2022 – 2027

Table 13: Global AI in Computer Vision Market by Processor Type 2022 – 2027

Table 14: Global AI in Computer Vision Market by Software Type 2022 – 2027

Table 15: Global AI in Computer Vision Market by Service Type 2022 – 2027

Table 16: Global AI in Computer Vision Market by Professional Service Type 2022 – 2027

Table 17: Global AI in Computer Vision Market by Camera Technology 2022 – 2027

Table 18: Global AI in Computer Vision Market by Camera Technology Frame Rate Type 2022 – 2027

Table 19: Global AI in Computer Vision Market by Camera Technology Resolution Type 2022 – 2027

Table 20: Global AI in Computer Vision Market by Machine Learning Model Type 2022 – 2027

Table 21: Global AI in Computer Vision Market by Supervised Machine Learning Model Type 2022 – 2027

Table 22: Global AI in Computer Vision Market by Management Function Type 2022 – 2027

Table 23: Global AI in Computer Vision Market by Application Type 2022 – 2027

Table 24: Global AI in Computer Vision Market by Industrial Vision Type 2022 – 2027

Table 25: Global AI in Computer Vision Market by Industry Vertical 2022 – 2027

Table 26: Global AI in Computer Vision Market by Automotive and Transportation Application 2022 – 2027

Table 27: Global AI in Computer Vision Market by Consumer Electronics Application 2022 – 2027

Table 28: Global AI in Computer Vision Market by Healthcare and Medical Application 2022 – 2027

Table 29: Global AI in Computer Vision Market by Retail and Apparel Application 2022 – 2027

Table 30: Global AI in Computer Vision Market by Security and Surveillance Application 2022 – 2027

Table 31: Global AI in Computer Vision Market by Manufacturing Application 2022 – 2027

Table 32: Global AI in Computer Vision Market by Agriculture Application 2022 – 2027

Table 33: Global AI in Computer Vision Market by Logistics and Supply Chain Application 2022 – 2027

Table 34: Global AI in Computer Vision Market by Public Safety, Military and Defense Application 2022 – 2027

Table 35: Global AI in Computer Vision Market by Oil, Gas, and Mining Application 2022 – 2027

Table 36: Global AI in Computer Vision Market by Telecommunication and IT Application 2022 – 2027

Table 37: Global AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2022 – 2027

Table 38: Global AI in Computer Vision Market by Deployment Type 2022 – 2027

Table 39: Global AI in Computer Vision Market by Cloud Deployment Type 2022 – 2027

Table 40: Global AI in Computer Vision Market by Enterprise Type 2022 – 2027

Table 41: Global AI in Computer Vision Market by Region 2022 – 2027

Table 42: North America AI in Computer Vision Market by Country 2022 – 2027

Table 43: APAC AI in Computer Vision Market by Country 2022 – 2027

Table 44: Europe AI in Computer Vision Market by Country 2022 – 2027

Table 45: MEA AI in Computer Vision Market by Country 2022 – 2027

Table 46: Latin America AI in Computer Vision Market by Country 2022 – 2027

Table 47: North America AI in Computer Vision Market by Segments 2022 – 2027

Table 48: North America AI in Computer Vision Market by Hardware Type 2022 – 2027

Table 49: North America AI in Computer Vision Market by Connected Device Type 2022 – 2027

Table 50: North America AI in Computer Vision Market by IoT Device Type 2022 – 2027

Table 51: North America AI in Computer Vision Market by Component Type 2022 – 2027

Table 52: North America AI in Computer Vision Market by Embedded Component Type 2022 – 2027

Table 53: North America AI in Computer Vision Market by Processor Type 2022 – 2027

Table 54: North America AI in Computer Vision Market by Software Type 2022 – 2027

Table 55: North America AI in Computer Vision Market by Service Type 2022 – 2027

Table 56: North America AI in Computer Vision Market by Professional Service Type 2022 – 2027

Table 57: North America AI in Computer Vision Market by Camera Technology 2022 – 2027

Table 58: North America AI in Computer Vision Market by Camera Technology Frame Rate Type 2022 – 2027

Table 59: North America AI in Computer Vision Market by Camera Technology Resolution Type 2022 – 2027

Table 60: North America AI in Computer Vision Market by Machine Learning Model Type 2022 – 2027

Table 61: North America AI in Computer Vision Market by Supervised Machine Learning Model Type 2022 – 2027

Table 62: North America AI in Computer Vision Market by Management Function Type 2022 – 2027

Table 63: North America AI in Computer Vision Market by Application Type 2022 – 2027

Table 64: North America AI in Computer Vision Market by Industrial Vision Type 2022 – 2027

Table 65: North America AI in Computer Vision Market by Industry Vertical 2022 – 2027

Table 66: North America AI in Computer Vision Market by Automotive and Transportation Application 2022 – 2027

Table 67: North America AI in Computer Vision Market by Consumer Electronics Application 2022 – 2027

Table 68: North America AI in Computer Vision Market by Healthcare and Medical Application 2022 – 2027

Table 69: North America AI in Computer Vision Market by Retail and Apparel Application 2022 – 2027

Table 70: North America AI in Computer Vision Market by Security and Surveillance Application 2022 – 2027

Table 71: North America AI in Computer Vision Market by Manufacturing Application 2022 – 2027

Table 72: North America AI in Computer Vision Market by Agriculture Application 2022 – 2027

Table 73: North America AI in Computer Vision Market by Logistics and Supply Chain Application 2022 – 2027

Table 74: North America AI in Computer Vision Market by Public Safety, Military and Defense Application 2022 – 2027

Table 75: North America AI in Computer Vision Market by Oil, Gas, and Mining Application 2022 – 2027

Table 76: North America AI in Computer Vision Market by Telecommunication and IT Application 2022 – 2027

Table 77: North America AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2022 – 2027

Table 78: North America AI in Computer Vision Market by Deployment Type 2022 – 2027

Table 79: North America AI in Computer Vision Market by Cloud Deployment Type 2022 – 2027

Table 80: North America AI in Computer Vision Market by Enterprise Type 2022 – 2027

Table 81: APAC AI in Computer Vision Market by Segments 2022 – 2027

Table 82: APAC AI in Computer Vision Market by Hardware Type 2022 – 2027

Table 83: APAC AI in Computer Vision Market by Connected Device Type 2022 – 2027

Table 84: APAC AI in Computer Vision Market by IoT Device Type 2022 – 2027

Table 85: APAC AI in Computer Vision Market by Component Type 2022 – 2027

Table 86: APAC AI in Computer Vision Market by Embedded Component Type 2022 – 2027

Table 87: APAC AI in Computer Vision Market by Processor Type 2022 – 2027

Table 88: APAC AI in Computer Vision Market by Software Type 2022 – 2027

Table 89: APAC AI in Computer Vision Market by Service Type 2022 – 2027

Table 90: APAC AI in Computer Vision Market by Professional Service Type 2022 – 2027

Table 91: APAC AI in Computer Vision Market by Camera Technology 2022 – 2027

Table 92: APAC AI in Computer Vision Market by Camera Technology Frame Rate Type 2022 – 2027

Table 93: APAC AI in Computer Vision Market by Camera Technology Resolution Type 2022 – 2027

Table 94: APAC AI in Computer Vision Market by Machine Learning Model Type 2022 – 2027

Table 95: APAC AI in Computer Vision Market by Supervised Machine Learning Model Type 2022 – 2027

Table 96: APAC AI in Computer Vision Market by Management Function Type 2022 – 2027

Table 97: APAC AI in Computer Vision Market by Application Type 2022 – 2027

Table 98: APAC AI in Computer Vision Market by Industrial Vision Type 2022 – 2027

Table 99: APAC AI in Computer Vision Market by Industry Vertical 2022 – 2027

Table 100: APAC AI in Computer Vision Market by Automotive and Transportation Application 2022 – 2027

Table 101: APAC AI in Computer Vision Market by Consumer Electronics Application 2022 – 2027

Table 102: APAC AI in Computer Vision Market by Healthcare and Medical Application 2022 – 2027

Table 103: APAC AI in Computer Vision Market by Retail and Apparel Application 2022 – 2027

Table 104: APAC AI in Computer Vision Market by Security and Surveillance Application 2022 – 2027

Table 105: APAC AI in Computer Vision Market by Manufacturing Application 2022 – 2027

Table 106: APAC AI in Computer Vision Market by Agriculture Application 2022 – 2027

Table 107: APAC AI in Computer Vision Market by Logistics and Supply Chain Application 2022 – 2027

Table 108: APAC AI in Computer Vision Market by Public Safety, Military and Defense Application 2022 – 2027

Table 109: APAC AI in Computer Vision Market by Oil, Gas, and Mining Application 2022 – 2027

Table 110: APAC AI in Computer Vision Market by Telecommunication and IT Application 2022 – 2027

Table 111: APAC AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2022 – 2027

Table 112: APAC AI in Computer Vision Market by Deployment Type 2022 – 2027

Table 113: APAC AI in Computer Vision Market by Cloud Deployment Type 2022 – 2027

Table 114: APAC AI in Computer Vision Market by Enterprise Type 2022 – 2027

Table 115: Europe AI in Computer Vision Market by Segments 2022 – 2027

Table 116: Europe AI in Computer Vision Market by Hardware Type 2022 – 2027

Table 117: Europe AI in Computer Vision Market by Connected Device Type 2022 – 2027

Table 118: Europe AI in Computer Vision Market by IoT Device Type 2022 – 2027

Table 119: Europe AI in Computer Vision Market by Component Type 2022 – 2027

Table 120: Europe AI in Computer Vision Market by Embedded Component Type 2022 – 2027

Table 121: Europe AI in Computer Vision Market by Processor Type 2022 – 2027

Table 122: Europe AI in Computer Vision Market by Software Type 2022 – 2027

Table 123: Europe AI in Computer Vision Market by Service Type 2022 – 2027

Table 124: Europe AI in Computer Vision Market by Professional Service Type 2022 – 2027

Table 125: Europe AI in Computer Vision Market by Camera Technology 2022 – 2027

Table 126: Europe AI in Computer Vision Market by Camera Technology Frame Rate Type 2022 – 2027

Table 127: Europe AI in Computer Vision Market by Camera Technology Resolution Type 2022 – 2027

Table 128: Europe AI in Computer Vision Market by Machine Learning Model Type 2022 – 2027

Table 129: Europe AI in Computer Vision Market by Supervised Machine Learning Model Type 2022 – 2027

Table 130: Europe AI in Computer Vision Market by Management Function Type 2022 – 2027

Table 131: Europe AI in Computer Vision Market by Application Type 2022 – 2027

Table 132: Europe AI in Computer Vision Market by Industrial Vision Type 2022 – 2027

Table 133: Europe AI in Computer Vision Market by Industry Vertical 2022 – 2027

Table 134: Europe AI in Computer Vision Market by Automotive and Transportation Application 2022 – 2027

Table 135: Europe AI in Computer Vision Market by Consumer Electronics Application 2022 – 2027

Table 136: Europe AI in Computer Vision Market by Healthcare and Medical Application 2022 – 2027

Table 137: Europe AI in Computer Vision Market by Retail and Apparel Application 2022 – 2027

Table 138: Europe AI in Computer Vision Market by Security and Surveillance Application 2022 – 2027

Table 139: Europe AI in Computer Vision Market by Manufacturing Application 2022 – 2027

Table 140: Europe AI in Computer Vision Market by Agriculture Application 2022 – 2027

Table 141: Europe AI in Computer Vision Market by Logistics and Supply Chain Application 2022 – 2027

Table 142: Europe AI in Computer Vision Market by Public Safety, Military and Defense Application 2022 – 2027

Table 143: Europe AI in Computer Vision Market by Oil, Gas, and Mining Application 2022 – 2027

Table 144: Europe AI in Computer Vision Market by Telecommunication and IT Application 2022 – 2027

Table 145: Europe AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2022 – 2027

Table 146: Europe AI in Computer Vision Market by Deployment Type 2022 – 2027

Table 147: Europe AI in Computer Vision Market by Cloud Deployment Type 2022 – 2027

Table 148: Europe AI in Computer Vision Market by Enterprise Type 2022 – 2027

Table 149: MEA AI in Computer Vision Market by Segments 2022 – 2027

Table 150: MEA AI in Computer Vision Market by Hardware Type 2022 – 2027

Table 151: MEA AI in Computer Vision Market by Connected Device Type 2022 – 2027

Table 152: MEA AI in Computer Vision Market by IoT Device Type 2022 – 2027

Table 153: MEA AI in Computer Vision Market by Component Type 2022 – 2027

Table 154: MEA AI in Computer Vision Market by Embedded Component Type 2022 – 2027

Table 155: MEA AI in Computer Vision Market by Processor Type 2022 – 2027

Table 156: MEA AI in Computer Vision Market by Software Type 2022 – 2027

Table 157: MEA AI in Computer Vision Market by Service Type 2022 – 2027

Table 158: MEA AI in Computer Vision Market by Professional Service Type 2022 – 2027

Table 159: MEA AI in Computer Vision Market by Camera Technology 2022 – 2027

Table 160: MEA AI in Computer Vision Market by Camera Technology Frame Rate Type 2022 – 2027

Table 161: MEA AI in Computer Vision Market by Camera Technology Resolution Type 2022 – 2027

Table 162: MEA AI in Computer Vision Market by Machine Learning Model Type 2022 – 2027

Table 163: MEA AI in Computer Vision Market by Supervised Machine Learning Model Type 2022 – 2027

Table 164: MEA AI in Computer Vision Market by Management Function Type 2022 – 2027

Table 165: MEA AI in Computer Vision Market by Application Type 2022 – 2027

Table 166: MEA AI in Computer Vision Market by Industrial Vision Type 2022 – 2027

Table 167: MEA AI in Computer Vision Market by Industry Vertical 2022 – 2027

Table 168: MEA AI in Computer Vision Market by Automotive and Transportation Application 2022 – 2027

Table 169: MEA AI in Computer Vision Market by Consumer Electronics Application 2022 – 2027

Table 170: MEA AI in Computer Vision Market by Healthcare and Medical Application 2022 – 2027

Table 171: MEA AI in Computer Vision Market by Retail and Apparel Application 2022 – 2027

Table 172: MEA AI in Computer Vision Market by Security and Surveillance Application 2022 – 2027

Table 173: MEA AI in Computer Vision Market by Manufacturing Application 2022 – 2027

Table 174: MEA AI in Computer Vision Market by Agriculture Application 2022 – 2027

Table 175: MEA AI in Computer Vision Market by Logistics and Supply Chain Application 2022 – 2027

Table 176: MEA AI in Computer Vision Market by Public Safety, Military and Defense Application 2022 – 2027

Table 177: MEA AI in Computer Vision Market by Oil, Gas, and Mining Application 2022 – 2027

Table 178: MEA AI in Computer Vision Market by Telecommunication and IT Application 2022 – 2027

Table 179: MEA AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2022 – 2027

Table 180: MEA AI in Computer Vision Market by Deployment Type 2022 – 2027

Table 181: MEA AI in Computer Vision Market by Cloud Deployment Type 2022 – 2027

Table 182: MEA AI in Computer Vision Market by Enterprise Type 2022 – 2027

Table 183: Latin America AI in Computer Vision Market by Segments 2022 – 2027

Table 184: Latin America AI in Computer Vision Market by Hardware Type 2022 – 2027

Table 185: Latin America AI in Computer Vision Market by Connected Device Type 2022 – 2027

Table 186: Latin America AI in Computer Vision Market by IoT Device Type 2022 – 2027

Table 187: Latin America AI in Computer Vision Market by Component Type 2022 – 2027

Table 188: Latin America AI in Computer Vision Market by Embedded Component Type 2022 – 2027

Table 189: Latin America AI in Computer Vision Market by Processor Type 2022 – 2027

Table 190: Latin America AI in Computer Vision Market by Software Type 2022 – 2027

Table 191: Latin America AI in Computer Vision Market by Service Type 2022 – 2027

Table 192: Latin America AI in Computer Vision Market by Professional Service Type 2022 – 2027

Table 193: Latin America AI in Computer Vision Market by Camera Technology 2022 – 2027

Table 194: Latin America AI in Computer Vision Market by Camera Technology Frame Rate Type 2022 – 2027

Table 195: Latin America AI in Computer Vision Market by Camera Technology Resolution Type 2022 – 2027

Table 196: Latin America AI in Computer Vision Market by Machine Learning Model Type 2022 – 2027

Table 197: Latin America AI in Computer Vision Market by Supervised Machine Learning Model Type 2022 – 2027

Table 198: Latin America AI in Computer Vision Market by Management Function Type 2022 – 2027

Table 199: Latin America AI in Computer Vision Market by Application Type 2022 – 2027

Table 200: Latin America AI in Computer Vision Market by Industrial Vision Type 2022 – 2027

Table 201: Latin America AI in Computer Vision Market by Industry Vertical 2022 – 2027

Table 202: Latin America AI in Computer Vision Market by Automotive and Transportation Application 2022 – 2027

Table 203: Latin America AI in Computer Vision Market by Consumer Electronics Application 2022 – 2027

Table 204: Latin America AI in Computer Vision Market by Healthcare and Medical Application 2022 – 2027

Table 205: Latin America AI in Computer Vision Market by Retail and Apparel Application 2022 – 2027

Table 206: Latin America AI in Computer Vision Market by Security and Surveillance Application 2022 – 2027

Table 207: Latin America AI in Computer Vision Market by Manufacturing Application 2022 – 2027

Table 208: Latin America AI in Computer Vision Market by Agriculture Application 2022 – 2027

Table 209: Latin America AI in Computer Vision Market by Logistics and Supply Chain Application 2022 – 2027

Table 210: Latin America AI in Computer Vision Market by Public Safety, Military and Defense Application 2022 – 2027

Table 211: Latin America AI in Computer Vision Market by Oil, Gas, and Mining Application 2022 – 2027

Table 212: Latin America AI in Computer Vision Market by Telecommunication and IT Application 2022 – 2027

Table 213: Latin America AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2022 – 2027

Table 214: Latin America AI in Computer Vision Market by Deployment Type 2022 – 2027

Table 215: Latin America AI in Computer Vision Market by Cloud Deployment Type 2022 – 2027

Table 216: Latin America AI in Computer Vision Market by Enterprise Type 2022 – 2027

Table 217: Global AI in Computer Vision Unit Average Price by Connected Device Type 2022 – 2027

Table 218: Global AI in Computer Vision Unit Average Price by Component Type 2022 – 2027

Table 219: Global AI in Computer Vision Unit Average Price by Software Type 2022 – 2027

Table 220: Global AI in Computer Vision Unit Deployment by Segment 2022 – 2027

Table 221: Global AI in Computer Vision Unit Deployment by Hardware Type 2022 – 2027

Table 222: Global AI in Computer Vision Unit Deployment by Connected Device Type 2022 – 2027

Table 223: Global AI in Computer Vision Unit Deployment by IoT Device Type 2022 – 2027

Table 224: Global AI in Computer Vision Unit Deployment by Component Type 2022 – 2027

Table 225: Global AI in Computer Vision Unit Deployment by Software Type 2022 – 2027

Table 226: Global AI in Computer Vision Unit Deployment by Region 2022 – 2027

Table 227: North America AI in Computer Vision Unit Deployment by Country 2022 – 2027

Table 228: APAC AI in Computer Vision Unit Deployment by Country 2022 – 2027

Table 229: Europe AI in Computer Vision Unit Deployment by Country 2022 – 2027

Table 230: MEA AI in Computer Vision Unit Deployment by Country 2022 – 2027

Table 231: Latin America AI in Computer Vision Unit Deployment by Country 2022 – 2027

Table 232: North America AI in Computer Vision Unit Deployment by Segment 2022 – 2027

Table 233: North America AI in Computer Vision Unit Deployment by Hardware Type 2022 – 2027

Table 234: North America AI in Computer Vision Unit Deployment by Connected Device Type 2022 – 2027

Table 235: North America AI in Computer Vision Unit Deployment by IoT Device Type 2022 – 2027

Table 236: North America AI in Computer Vision Unit Deployment by Component Type 2022 – 2027

Table 237: North America AI in Computer Vision Unit Deployment by Software Type 2022 – 2027

Table 238: APAC AI in Computer Vision Unit Deployment by Segment 2022 – 2027

Table 239: APAC AI in Computer Vision Unit Deployment by Hardware Type 2022 – 2027

Table 240: APAC AI in Computer Vision Unit Deployment by Connected Device Type 2022 – 2027

Table 241: APAC AI in Computer Vision Unit Deployment by IoT Device Type 2022 – 2027

Table 242: APAC AI in Computer Vision Unit Deployment by Component Type 2022 – 2027

Table 243: APAC AI in Computer Vision Unit Deployment by Software Type 2022 – 2027

Table 244: Europe AI in Computer Vision Unit Deployment by Segment 2022 – 2027

Table 245: Europe AI in Computer Vision Unit Deployment by Hardware Type 2022 – 2027

Table 246: Europe AI in Computer Vision Unit Deployment by Connected Device Type 2022 – 2027

Table 247: Europe AI in Computer Vision Unit Deployment by IoT Device Type 2022 – 2027

Table 248: Europe AI in Computer Vision Unit Deployment by Component Type 2022 – 2027

Table 249: Europe AI in Computer Vision Unit Deployment by Software Type 2022 – 2027

Table 250: MEA AI in Computer Vision Unit Deployment by Segment 2022 – 2027

Table 251: MEA AI in Computer Vision Unit Deployment by Hardware Type 2022 – 2027

Table 252: MEA AI in Computer Vision Unit Deployment by Connected Device Type 2022 – 2027

Table 253: MEA AI in Computer Vision Unit Deployment by IoT Device Type 2022 – 2027

Table 254: MEA AI in Computer Vision Unit Deployment by Component Type 2022 – 2027

Table 255: MEA AI in Computer Vision Unit Deployment by Software Type 2022 – 2027

Table 256: Latin America AI in Computer Vision Unit Deployment by Segment 2022 – 2027

Table 257: Latin America AI in Computer Vision Unit Deployment by Hardware Type 2022 – 2027

Table 258: Latin America AI in Computer Vision Unit Deployment by Connected Device Type 2022 – 2027

Table 259: Latin America AI in Computer Vision Unit Deployment by IoT Device Type 2022 – 2027

Table 260: Latin America AI in Computer Vision Unit Deployment by Component Type 2022 – 2027

Table 261: Latin America AI in Computer Vision Unit Deployment by Software Type 2022 – 2027

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webからのご注文・お問合せはこちらのフォームから承ります

本レポートと同分野（SaaS（Software as a Service））の最新刊レポート

Mind Commerce社のSaaS（Software as a Service）分野での最新刊レポート

本レポートと同じKEY WORD（computer）の最新刊レポート

よくあるご質問

Mind Commerce社はどのような調査会社ですか?

マインドコマース(Mind Commerce)は、ネットワークインフラ、Eコマース、オンラインコンテンツ、アプリケーションなど、有線と無線の両方の通信市場を広範かつ詳細に調査・分析を行ったレポートを数... もっと見る

調査レポートの納品までの日数はどの程度ですか?

在庫のあるものは速納となりますが、平均的には 3-４日と見て下さい。
但し、一部の調査レポートでは、発注を受けた段階で内容更新をして納品をする場合もあります。
発注をする前のお問合せをお願いします。

注文の手続きはどのようになっていますか?

1)お客様からの御問い合わせをいただきます。
2)見積書やサンプルの提示をいたします。
3)お客様指定、もしくは弊社の発注書をメール添付にて発送してください。
4)データリソース社からレポート発行元の調査会社へ納品手配します。
5) 調査会社からお客様へ納品されます。最近は、pdfにてのメール納品が大半です。

お支払方法の方法はどのようになっていますか?

納品と同時にデータリソース社よりお客様へ請求書（必要に応じて納品書も）を発送いたします。
お客様よりデータリソース社へ（通常は円払い）の御振り込みをお願いします。
請求書は、納品日の日付で発行しますので、翌月最終営業日までの当社指定口座への振込みをお願いします。振込み手数料は御社負担にてお願いします。
お客様の御支払い条件が60日以上の場合は御相談ください。
尚、初めてのお取引先や個人の場合、前払いをお願いすることもあります。ご了承のほど、お願いします。

データリソース社はどのような会社ですか?

当社は、世界各国の主要調査会社・レポート出版社と提携し、世界各国の市場調査レポートや技術動向レポートなどを日本国内の企業・公官庁及び教育研究機関に提供しております。
世界各国の「市場・技術・法規制などの」実情を調査・収集される時には、データリソース社にご相談ください。
お客様の御要望にあったデータや情報を抽出する為のレポート紹介や調査のアドバイスも致します。

コンピュータビジョンにおけるAI市場：技術、ソリューション、ユースケース、導入モデル、産業分野別 2022年～2027年

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Summary

Table of Contents

ご注文は、お電話またはWEBから承ります。お見積もりの作成もお気軽にご相談ください。

本レポートと同分野（SaaS（Software as a Service））の最新刊レポート

Mind Commerce社のSaaS（Software as a Service）分野での最新刊レポート

本レポートと同じKEY WORD（computer）の最新刊レポート

よくあるご質問

Mind Commerce社はどのような調査会社ですか?

調査レポートの納品までの日数はどの程度ですか?

注文の手続きはどのようになっていますか?

お支払方法の方法はどのようになっていますか?

データリソース社はどのような会社ですか?