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市场调查报告书

商品编码

1769545

2025-2029年全球TinyML市场

Global TinyML Market 2025-2029

出版日期: 2025年07月09日 | 出版商:

TechNavio | 英文 243 Pages | 订单完成后即时交付

价格

简介目录图表

预计 2024 年至 2029 年期间 TinyML 市场将成长 56.659 亿美元，预测期内复合年增长率为 34%。

本报告对 TinyML 市场进行了全面分析，包括市场规模、预测、趋势、成长动力、挑战以及涵盖约 25 家供应商的供应商分析。

该报告提供了当前市场情景、最新趋势和驱动因素以及整体市场环境的最新分析。物联网的普及和边缘智慧的需求、硬体和软体生态系统的成熟以及资料隐私、安全和低延迟日益增长的重要性推动着市场的发展。

市场覆盖
基准年	2025
年底	2029
预测期	2025-2029
成长动力	加速度
同比	30.9%
复合年增长率	34%
增量金额	56.659亿美元

本研究客观地结合了一手和二手讯息，并纳入了行业主要参与者的回馈。报告包含全面的市场规模数据、按区域细分的分析、供应商格局以及对主要企业的分析。报告同时包含历史数据和预测数据。

该研究指出，视觉和先进感测器融合等关键应用的兴起是未来几年推动 TinyML 市场成长的关键因素之一。此外，自动化、无程式码 TinyML 平台的兴起，以及向设备端学习和个人化的策略转变，预计将推动市场需求的大幅成长。

市场区隔
比较：按应用
流程最佳化：市场规模与预测 2024-2029
健康监测：市场规模与预测 2024-2029
智慧农业：2024-2029 年市场规模及预测
环境监测：市场规模与预测 2024-2029
自动驾驶汽车：2024-2029 年市场规模及预测
按应用分類的市场机会

第九章依最终用户细分市场

市场区隔
比较：按最终用户
医疗保健：2024-2029 年市场规模及预测
製造业：2024-2029 年市场规模及预测
家用电器：2024-2029 年市场规模及预测
农业：2024-2029 年市场规模及预测
其他：2024-2029 年市场规模及预测
最终用户的市场机会

第十章客户情况

客户概览

第十一章地区情势

地理细分
区域比较
北美：2024-2029 年市场规模及预测
亚太地区：2024-2029 年市场规模及预测
欧洲：2024-2029 年市场规模及预测
南美洲：2024-2029 年市场规模及预测
中东和非洲：2024-2029 年市场规模及预测
美国：市场规模及预测（2024-2029）
中国：2024-2029年市场规模及预测
德国：2024-2029年市场规模及预测
英国：2024-2029 年市场规模及预测
加拿大：市场规模及预测（2024-2029）
日本：2024-2029 年市场规模及预测
印度：2024-2029 年市场规模及预测
法国：2024-2029年市场规模及预测
巴西：2024-2029 年市场规模及预测
韩国：2024-2029 年市场规模及预测
按地区分類的市场机会

第十二章驱动因素、挑战、机会与限制因素

市场驱动因素
市场挑战
驱动因素和挑战的影响
市场机会与限制

第十三章竞争格局

概述
竞争格局
令人困惑的情况
产业风险

第十四章竞争分析

公司简介
企业排名指数
公司市场定位
Amazon Web Services Inc.
Arm Ltd.
Edgeimpulse, Inc.
Google LLC
Imagimob AB
InData Labs
International Business Machines Corp.
Lattice Semiconductor Corp.
Meta Platforms Inc.
Microsoft Corp.
NXP Semiconductors NV
Renesas Electronics Corp.
Sony Semiconductor Solutions Corporation
STMicroelectronics NV
Syntiant Corp.

第十五章附录

简介目录图表

Product Code: IRTNTR80689

The tinyml market is forecasted to grow by USD 5,665.9 mn during 2024-2029, accelerating at a CAGR of 34% during the forecast period. The report on the tinyml market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation of iot and imperative for edge intelligence, maturation of enabling hardware and software ecosystems, and increasing primacy of data privacy, security, and low latency.

Market Scope
Base Year	2025
End Year	2029
Series Year	2025-2029
Growth Momentum	Accelerate
YOY 2025	30.9%
CAGR	34%
Incremental Value	$5,665.9 mn

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's tinyml market is segmented as below:

By Component

Solutions
Services

By Application

Process optimization
Health monitoring
Smart agriculture
Enviornmental monitoring
Autonomous vehicles

By End-user

Healthcare
Manufacturing
Consumer electronics
Agriculture
Others

By Geographical Landscape

North America
APAC
Europe
South America
Middle East and Africa

This study identifies the emergence of vision and advanced sensor fusion as key applications as one of the prime reasons driving the tinyml market growth during the next few years. Also, rise of automated and no code tinyml platforms and strategic shift towards on device learning and personalization will lead to sizable demand in the market.

The report on the tinyml market covers the following areas:

TinyML Market sizing
TinyML Market forecast
TinyML Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading tinyml market vendors that include Amazon Web Services Inc., Arm Ltd., Databricks Inc., Edgeimpulse, Inc., Google LLC, Imagimob AB, InData Labs, International Business Machines Corp., KLIKA TECH, INC., Lattice Semiconductor Corp., Meta Platforms Inc., Microsoft Corp., MobiDev, NXP Semiconductors NV, Renesas Electronics Corp., ScienceSoft USA Corp., Sony Semiconductor Solutions Corporation, STMicroelectronics NV, and Syntiant Corp.. Also, the tinyml market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

1 Executive Summary

1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market By Geographical Landscape
- Executive Summary - Chart on Market Segmentation by Component
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
- Overview on factors of disruption
2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
3.2 Market characteristics
- Market characteristics analysis
3.3 Value chain analysis
- Value chain analysis

4 Market Sizing

4.1 Market definition
- Offerings of companies included in the market definition
4.2 Market segment analysis
- Market segments
4.3 Market size 2024
4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

5.1 Global TinyML Market 2019 - 2023
- Historic Market Size - Data Table on Global TinyML Market 2019 - 2023 ($ million)
5.2 Component segment analysis 2019 - 2023
- Historic Market Size - Component Segment 2019 - 2023 ($ million)
5.3 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
5.4 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
5.5 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
5.6 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

6.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
6.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
6.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
6.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
6.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
6.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
6.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029

7 Market Segmentation by Component

7.1 Market segments
- Chart on Component - Market share 2024-2029 (%)
- Data Table on Component - Market share 2024-2029 (%)
7.2 Comparison by Component
- Chart on Comparison by Component
- Data Table on Comparison by Component
7.3 Solutions - Market size and forecast 2024-2029
- Chart on Solutions - Market size and forecast 2024-2029 ($ million)
- Data Table on Solutions - Market size and forecast 2024-2029 ($ million)
- Chart on Solutions - Year-over-year growth 2024-2029 (%)
- Data Table on Solutions - Year-over-year growth 2024-2029 (%)
7.4 Services - Market size and forecast 2024-2029
- Chart on Services - Market size and forecast 2024-2029 ($ million)
- Data Table on Services - Market size and forecast 2024-2029 ($ million)
- Chart on Services - Year-over-year growth 2024-2029 (%)
- Data Table on Services - Year-over-year growth 2024-2029 (%)
7.5 Market opportunity by Component
- Market opportunity by Component ($ million)
- Data Table on Market opportunity by Component ($ million)

8 Market Segmentation by Application

8.1 Market segments
- Chart on Application - Market share 2024-2029 (%)
- Data Table on Application - Market share 2024-2029 (%)
8.2 Comparison by Application
- Chart on Comparison by Application
- Data Table on Comparison by Application
8.3 Process optimization - Market size and forecast 2024-2029
- Chart on Process optimization - Market size and forecast 2024-2029 ($ million)
- Data Table on Process optimization - Market size and forecast 2024-2029 ($ million)
- Chart on Process optimization - Year-over-year growth 2024-2029 (%)
- Data Table on Process optimization - Year-over-year growth 2024-2029 (%)
8.4 Health monitoring - Market size and forecast 2024-2029
- Chart on Health monitoring - Market size and forecast 2024-2029 ($ million)
- Data Table on Health monitoring - Market size and forecast 2024-2029 ($ million)
- Chart on Health monitoring - Year-over-year growth 2024-2029 (%)
- Data Table on Health monitoring - Year-over-year growth 2024-2029 (%)
8.5 Smart agriculture - Market size and forecast 2024-2029
- Chart on Smart agriculture - Market size and forecast 2024-2029 ($ million)
- Data Table on Smart agriculture - Market size and forecast 2024-2029 ($ million)
- Chart on Smart agriculture - Year-over-year growth 2024-2029 (%)
- Data Table on Smart agriculture - Year-over-year growth 2024-2029 (%)
8.6 Enviornmental monitoring - Market size and forecast 2024-2029
- Chart on Enviornmental monitoring - Market size and forecast 2024-2029 ($ million)
- Data Table on Enviornmental monitoring - Market size and forecast 2024-2029 ($ million)
- Chart on Enviornmental monitoring - Year-over-year growth 2024-2029 (%)
- Data Table on Enviornmental monitoring - Year-over-year growth 2024-2029 (%)
8.7 Autonomous vehicles - Market size and forecast 2024-2029
- Chart on Autonomous vehicles - Market size and forecast 2024-2029 ($ million)
- Data Table on Autonomous vehicles - Market size and forecast 2024-2029 ($ million)
- Chart on Autonomous vehicles - Year-over-year growth 2024-2029 (%)
- Data Table on Autonomous vehicles - Year-over-year growth 2024-2029 (%)
8.8 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)

9 Market Segmentation by End-user

9.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
9.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
9.3 Healthcare - Market size and forecast 2024-2029
- Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
- Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
- Chart on Healthcare - Year-over-year growth 2024-2029 (%)
- Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
9.4 Manufacturing - Market size and forecast 2024-2029
- Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
- Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
- Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
- Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
9.5 Consumer electronics - Market size and forecast 2024-2029
- Chart on Consumer electronics - Market size and forecast 2024-2029 ($ million)
- Data Table on Consumer electronics - Market size and forecast 2024-2029 ($ million)
- Chart on Consumer electronics - Year-over-year growth 2024-2029 (%)
- Data Table on Consumer electronics - Year-over-year growth 2024-2029 (%)
9.6 Agriculture - Market size and forecast 2024-2029
- Chart on Agriculture - Market size and forecast 2024-2029 ($ million)
- Data Table on Agriculture - Market size and forecast 2024-2029 ($ million)
- Chart on Agriculture - Year-over-year growth 2024-2029 (%)
- Data Table on Agriculture - Year-over-year growth 2024-2029 (%)
9.7 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
9.8 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)

10 Customer Landscape

10.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

11.1 Geographic segmentation
- Chart on Market share By Geographical Landscape 2024-2029 (%)
- Data Table on Market share By Geographical Landscape 2024-2029 (%)
11.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
11.3 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
11.4 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
11.5 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
11.6 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
11.7 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
11.8 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
11.9 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
11.10 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
11.11 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
11.12 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
11.13 Japan - Market size and forecast 2024-2029
- Chart on Japan - Market size and forecast 2024-2029 ($ million)
- Data Table on Japan - Market size and forecast 2024-2029 ($ million)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
11.14 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
11.15 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
11.16 Brazil - Market size and forecast 2024-2029
- Chart on Brazil - Market size and forecast 2024-2029 ($ million)
- Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
- Chart on Brazil - Year-over-year growth 2024-2029 (%)
- Data Table on Brazil - Year-over-year growth 2024-2029 (%)
11.17 South Korea - Market size and forecast 2024-2029
- Chart on South Korea - Market size and forecast 2024-2029 ($ million)
- Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
- Chart on South Korea - Year-over-year growth 2024-2029 (%)
- Data Table on South Korea - Year-over-year growth 2024-2029 (%)
11.18 Market opportunity By Geographical Landscape
- Market opportunity By Geographical Landscape ($ million)
- Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

12.1 Market drivers
12.2 Market challenges
12.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
12.4 Market opportunities/restraints

13 Competitive Landscape

13.1 Overview
13.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
13.3 Landscape disruption
- Overview on factors of disruption
13.4 Industry risks
- Impact of key risks on business

14 Competitive Analysis

14.1 Companies profiled
- Companies covered
14.2 Company ranking index
- Company ranking index
14.3 Market positioning of companies
- Matrix on companies position and classification
14.4 Amazon Web Services Inc.
- Amazon Web Services Inc. - Overview
- Amazon Web Services Inc. - Product / Service
- Amazon Web Services Inc. - Key news
- Amazon Web Services Inc. - Key offerings
- SWOT
14.5 Arm Ltd.
- Arm Ltd. - Overview
- Arm Ltd. - Product / Service
- Arm Ltd. - Key offerings
- SWOT
14.6 Edgeimpulse, Inc.
- Edgeimpulse, Inc. - Overview
- Edgeimpulse, Inc. - Product / Service
- Edgeimpulse, Inc. - Key offerings
- SWOT
14.7 Google LLC
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key offerings
- SWOT
14.8 Imagimob AB
- Imagimob AB - Overview
- Imagimob AB - Product / Service
- Imagimob AB - Key offerings
- SWOT
14.9 InData Labs
- InData Labs - Overview
- InData Labs - Product / Service
- InData Labs - Key offerings
- SWOT
14.10 International Business Machines Corp.
- International Business Machines Corp. - Overview
- International Business Machines Corp. - Business segments
- International Business Machines Corp. - Key news
- International Business Machines Corp. - Key offerings
- International Business Machines Corp. - Segment focus
- SWOT
14.11 Lattice Semiconductor Corp.
- Lattice Semiconductor Corp. - Overview
- Lattice Semiconductor Corp. - Product / Service
- Lattice Semiconductor Corp. - Key offerings
- SWOT
14.12 Meta Platforms Inc.
- Meta Platforms Inc. - Overview
- Meta Platforms Inc. - Business segments
- Meta Platforms Inc. - Key offerings
- Meta Platforms Inc. - Segment focus
- SWOT
14.13 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
14.14 NXP Semiconductors NV
- NXP Semiconductors NV - Overview
- NXP Semiconductors NV - Product / Service
- NXP Semiconductors NV - Key offerings
- SWOT
14.15 Renesas Electronics Corp.
- Renesas Electronics Corp. - Overview
- Renesas Electronics Corp. - Business segments
- Renesas Electronics Corp. - Key news
- Renesas Electronics Corp. - Key offerings
- Renesas Electronics Corp. - Segment focus
- SWOT
14.16 Sony Semiconductor Solutions Corporation
- Sony Semiconductor Solutions Corporation - Overview
- Sony Semiconductor Solutions Corporation - Product / Service
- Sony Semiconductor Solutions Corporation - Key offerings
- SWOT
14.17 STMicroelectronics NV
- STMicroelectronics NV - Overview
- STMicroelectronics NV - Business segments
- STMicroelectronics NV - Key news
- STMicroelectronics NV - Key offerings
- STMicroelectronics NV - Segment focus
- SWOT
14.18 Syntiant Corp.
- Syntiant Corp. - Overview
- Syntiant Corp. - Product / Service
- Syntiant Corp. - Key offerings
- SWOT

15 Appendix

15.1 Scope of the report
15.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
15.3 Currency conversion rates for US$
- Currency conversion rates for US$
15.4 Research methodology
- Research methodology
15.5 Data procurement
- Information sources
15.6 Data validation
- Data validation
15.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
15.8 Data synthesis
- Data synthesis
15.9 360 degree market analysis
- 360 degree market analysis
15.10 List of abbreviations
- List of abbreviations

简介目录图表

Exhibits:

Exhibits1: Executive Summary - Chart on Market Overview
Exhibits2: Executive Summary - Data Table on Market Overview
Exhibits3: Executive Summary - Chart on Global Market Characteristics
Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits5: Executive Summary - Chart on Market Segmentation by Component
Exhibits6: Executive Summary - Chart on Market Segmentation by Application
Exhibits7: Executive Summary - Chart on Market Segmentation by End-user
Exhibits8: Executive Summary - Chart on Incremental Growth
Exhibits9: Executive Summary - Data Table on Incremental Growth
Exhibits10: Executive Summary - Chart on Company Market Positioning
Exhibits11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits12: Overview on criticality of inputs and factors of differentiation
Exhibits13: Overview on factors of disruption
Exhibits14: Impact of drivers and challenges in 2024 and 2029
Exhibits15: Parent Market
Exhibits16: Data Table on - Parent Market
Exhibits17: Market characteristics analysis
Exhibits18: Value chain analysis
Exhibits19: Offerings of companies included in the market definition
Exhibits20: Market segments
Exhibits21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits25: Historic Market Size - Data Table on Global TinyML Market 2019 - 2023 ($ million)
Exhibits26: Historic Market Size - Component Segment 2019 - 2023 ($ million)
Exhibits27: Historic Market Size - Application Segment 2019 - 2023 ($ million)
Exhibits28: Historic Market Size - End-user Segment 2019 - 2023 ($ million)
Exhibits29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
Exhibits30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
Exhibits31: Five forces analysis - Comparison between 2024 and 2029
Exhibits32: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits34: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits35: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits36: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits37: Chart on Market condition - Five forces 2024 and 2029
Exhibits38: Chart on Component - Market share 2024-2029 (%)
Exhibits39: Data Table on Component - Market share 2024-2029 (%)
Exhibits40: Chart on Comparison by Component
Exhibits41: Data Table on Comparison by Component
Exhibits42: Chart on Solutions - Market size and forecast 2024-2029 ($ million)
Exhibits43: Data Table on Solutions - Market size and forecast 2024-2029 ($ million)
Exhibits44: Chart on Solutions - Year-over-year growth 2024-2029 (%)
Exhibits45: Data Table on Solutions - Year-over-year growth 2024-2029 (%)
Exhibits46: Chart on Services - Market size and forecast 2024-2029 ($ million)
Exhibits47: Data Table on Services - Market size and forecast 2024-2029 ($ million)
Exhibits48: Chart on Services - Year-over-year growth 2024-2029 (%)
Exhibits49: Data Table on Services - Year-over-year growth 2024-2029 (%)
Exhibits50: Market opportunity by Component ($ million)
Exhibits51: Data Table on Market opportunity by Component ($ million)
Exhibits52: Chart on Application - Market share 2024-2029 (%)
Exhibits53: Data Table on Application - Market share 2024-2029 (%)
Exhibits54: Chart on Comparison by Application
Exhibits55: Data Table on Comparison by Application
Exhibits56: Chart on Process optimization - Market size and forecast 2024-2029 ($ million)
Exhibits57: Data Table on Process optimization - Market size and forecast 2024-2029 ($ million)
Exhibits58: Chart on Process optimization - Year-over-year growth 2024-2029 (%)
Exhibits59: Data Table on Process optimization - Year-over-year growth 2024-2029 (%)
Exhibits60: Chart on Health monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits61: Data Table on Health monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits62: Chart on Health monitoring - Year-over-year growth 2024-2029 (%)
Exhibits63: Data Table on Health monitoring - Year-over-year growth 2024-2029 (%)
Exhibits64: Chart on Smart agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits65: Data Table on Smart agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits66: Chart on Smart agriculture - Year-over-year growth 2024-2029 (%)
Exhibits67: Data Table on Smart agriculture - Year-over-year growth 2024-2029 (%)
Exhibits68: Chart on Enviornmental monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits69: Data Table on Enviornmental monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits70: Chart on Enviornmental monitoring - Year-over-year growth 2024-2029 (%)
Exhibits71: Data Table on Enviornmental monitoring - Year-over-year growth 2024-2029 (%)
Exhibits72: Chart on Autonomous vehicles - Market size and forecast 2024-2029 ($ million)
Exhibits73: Data Table on Autonomous vehicles - Market size and forecast 2024-2029 ($ million)
Exhibits74: Chart on Autonomous vehicles - Year-over-year growth 2024-2029 (%)
Exhibits75: Data Table on Autonomous vehicles - Year-over-year growth 2024-2029 (%)
Exhibits76: Market opportunity by Application ($ million)
Exhibits77: Data Table on Market opportunity by Application ($ million)
Exhibits78: Chart on End-user - Market share 2024-2029 (%)
Exhibits79: Data Table on End-user - Market share 2024-2029 (%)
Exhibits80: Chart on Comparison by End-user
Exhibits81: Data Table on Comparison by End-user
Exhibits82: Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits83: Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits84: Chart on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits85: Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits86: Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits87: Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits88: Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits89: Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits90: Chart on Consumer electronics - Market size and forecast 2024-2029 ($ million)
Exhibits91: Data Table on Consumer electronics - Market size and forecast 2024-2029 ($ million)
Exhibits92: Chart on Consumer electronics - Year-over-year growth 2024-2029 (%)
Exhibits93: Data Table on Consumer electronics - Year-over-year growth 2024-2029 (%)
Exhibits94: Chart on Agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits95: Data Table on Agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits96: Chart on Agriculture - Year-over-year growth 2024-2029 (%)
Exhibits97: Data Table on Agriculture - Year-over-year growth 2024-2029 (%)
Exhibits98: Chart on Others - Market size and forecast 2024-2029 ($ million)
Exhibits99: Data Table on Others - Market size and forecast 2024-2029 ($ million)
Exhibits100: Chart on Others - Year-over-year growth 2024-2029 (%)
Exhibits101: Data Table on Others - Year-over-year growth 2024-2029 (%)
Exhibits102: Market opportunity by End-user ($ million)
Exhibits103: Data Table on Market opportunity by End-user ($ million)
Exhibits104: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits105: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits106: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits107: Chart on Geographic comparison
Exhibits108: Data Table on Geographic comparison
Exhibits109: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits110: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits111: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits112: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits113: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits114: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits115: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits116: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits117: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits118: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits119: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits120: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits121: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits122: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits123: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits124: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits125: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits126: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits127: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits128: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits129: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits130: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibits131: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibits132: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibits133: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibits134: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibits135: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibits136: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibits137: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits138: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits139: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibits140: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibits141: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibits142: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibits143: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibits144: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibits145: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits146: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits147: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibits148: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibits149: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits150: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits151: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibits152: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibits153: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibits154: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibits155: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibits156: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibits157: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibits158: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibits159: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibits160: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibits161: Chart on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibits162: Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibits163: Chart on Brazil - Year-over-year growth 2024-2029 (%)
Exhibits164: Data Table on Brazil - Year-over-year growth 2024-2029 (%)
Exhibits165: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits166: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits167: Chart on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits168: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits169: Market opportunity By Geographical Landscape ($ million)
Exhibits170: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits171: Impact of drivers and challenges in 2024 and 2029
Exhibits172: Overview on criticality of inputs and factors of differentiation
Exhibits173: Overview on factors of disruption
Exhibits174: Impact of key risks on business
Exhibits175: Companies covered
Exhibits176: Company ranking index
Exhibits177: Matrix on companies position and classification
Exhibits178: Amazon Web Services Inc. - Overview
Exhibits179: Amazon Web Services Inc. - Product / Service
Exhibits180: Amazon Web Services Inc. - Key news
Exhibits181: Amazon Web Services Inc. - Key offerings
Exhibits182: SWOT
Exhibits183: Arm Ltd. - Overview
Exhibits184: Arm Ltd. - Product / Service
Exhibits185: Arm Ltd. - Key offerings
Exhibits186: SWOT
Exhibits187: Edgeimpulse, Inc. - Overview
Exhibits188: Edgeimpulse, Inc. - Product / Service
Exhibits189: Edgeimpulse, Inc. - Key offerings
Exhibits190: SWOT
Exhibits191: Google LLC - Overview
Exhibits192: Google LLC - Product / Service
Exhibits193: Google LLC - Key offerings
Exhibits194: SWOT
Exhibits195: Imagimob AB - Overview
Exhibits196: Imagimob AB - Product / Service
Exhibits197: Imagimob AB - Key offerings
Exhibits198: SWOT
Exhibits199: InData Labs - Overview
Exhibits200: InData Labs - Product / Service
Exhibits201: InData Labs - Key offerings
Exhibits202: SWOT
Exhibits203: International Business Machines Corp. - Overview
Exhibits204: International Business Machines Corp. - Business segments
Exhibits205: International Business Machines Corp. - Key news
Exhibits206: International Business Machines Corp. - Key offerings
Exhibits207: International Business Machines Corp. - Segment focus
Exhibits208: SWOT
Exhibits209: Lattice Semiconductor Corp. - Overview
Exhibits210: Lattice Semiconductor Corp. - Product / Service
Exhibits211: Lattice Semiconductor Corp. - Key offerings
Exhibits212: SWOT
Exhibits213: Meta Platforms Inc. - Overview
Exhibits214: Meta Platforms Inc. - Business segments
Exhibits215: Meta Platforms Inc. - Key offerings
Exhibits216: Meta Platforms Inc. - Segment focus
Exhibits217: SWOT
Exhibits218: Microsoft Corp. - Overview
Exhibits219: Microsoft Corp. - Business segments
Exhibits220: Microsoft Corp. - Key news
Exhibits221: Microsoft Corp. - Key offerings
Exhibits222: Microsoft Corp. - Segment focus
Exhibits223: SWOT
Exhibits224: NXP Semiconductors NV - Overview
Exhibits225: NXP Semiconductors NV - Product / Service
Exhibits226: NXP Semiconductors NV - Key offerings
Exhibits227: SWOT
Exhibits228: Renesas Electronics Corp. - Overview
Exhibits229: Renesas Electronics Corp. - Business segments
Exhibits230: Renesas Electronics Corp. - Key news
Exhibits231: Renesas Electronics Corp. - Key offerings
Exhibits232: Renesas Electronics Corp. - Segment focus
Exhibits233: SWOT
Exhibits234: Sony Semiconductor Solutions Corporation - Overview
Exhibits235: Sony Semiconductor Solutions Corporation - Product / Service
Exhibits236: Sony Semiconductor Solutions Corporation - Key offerings
Exhibits237: SWOT
Exhibits238: STMicroelectronics NV - Overview
Exhibits239: STMicroelectronics NV - Business segments
Exhibits240: STMicroelectronics NV - Key news
Exhibits241: STMicroelectronics NV - Key offerings
Exhibits242: STMicroelectronics NV - Segment focus
Exhibits243: SWOT
Exhibits244: Syntiant Corp. - Overview
Exhibits245: Syntiant Corp. - Product / Service
Exhibits246: Syntiant Corp. - Key offerings
Exhibits247: SWOT
Exhibits248: Inclusions checklist
Exhibits249: Exclusions checklist
Exhibits250: Currency conversion rates for US$
Exhibits251: Research methodology
Exhibits252: Information sources
Exhibits253: Data validation
Exhibits254: Validation techniques employed for market sizing
Exhibits255: Data synthesis
Exhibits256: 360 degree market analysis
Exhibits257: List of abbreviations

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License/价格

2025-2029年全球TinyML市场

Global TinyML Market 2025-2029

目录

第一章执行摘要

第二章 Technavio 分析

第三章市场状况

第四章市场规模

第五章市场规模表现

第六章五力分析

7. 按组件细分的市场

第 8 章按应用分類的市场区隔