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The tinyML market is forecasted to grow by USD 5.66 billion 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.
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.
The tinyML market is segmented as below:
By Component
- Solutions
- Services
By Application
- Process optimization
- Health monitoring
- Smart agriculture
- Environmental 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
A robust vendor analysis within the report 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 report 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.
Table of Contents
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
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 Market 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
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
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 (%)
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)
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
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)
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)
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)
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
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)
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
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
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
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
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
List of Exhibits
Exhibits 1: Executive Summary - Chart on Market Overview
Exhibits 2: Executive Summary - Data Table on Market Overview
Exhibits 3: Executive Summary - Chart on Global Market Characteristics
Exhibits 4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits 5: Executive Summary - Chart on Market Segmentation by Component
Exhibits 6: Executive Summary - Chart on Market Segmentation by Application
Exhibits 7: Executive Summary - Chart on Market Segmentation by End-user
Exhibits 8: Executive Summary - Chart on Incremental Growth
Exhibits 9: Executive Summary - Data Table on Incremental Growth
Exhibits 10: Executive Summary - Chart on Company Market Positioning
Exhibits 11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 12: Overview on criticality of inputs and factors of differentiation
Exhibits 13: Overview on factors of disruption
Exhibits 14: Impact of drivers and challenges in 2024 and 2029
Exhibits 15: Parent Market
Exhibits 16: Data Table on - Parent Market
Exhibits 17: Market characteristics analysis
Exhibits 18: Value chain analysis
Exhibits 19: Offerings of companies included in the market definition
Exhibits 20: Market segments
Exhibits 21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 25: Historic Market Size - Data Table on Global TinyML Market 2019 - 2023 ($ million)
Exhibits 26: Historic Market Size - Component Segment 2019 - 2023 ($ million)
Exhibits 27: Historic Market Size - Application Segment 2019 - 2023 ($ million)
Exhibits 28: Historic Market Size - End-user Segment 2019 - 2023 ($ million)
Exhibits 29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
Exhibits 30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
Exhibits 31: Five forces analysis - Comparison between 2024 and 2029
Exhibits 32: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits 33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits 34: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits 35: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits 36: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits 37: Chart on Market condition - Five forces 2024 and 2029
Exhibits 38: Chart on Component - Market share 2024-2029 (%)
Exhibits 39: Data Table on Component - Market share 2024-2029 (%)
Exhibits 40: Chart on Comparison by Component
Exhibits 41: Data Table on Comparison by Component
Exhibits 42: Chart on Solutions - Market size and forecast 2024-2029 ($ million)
Exhibits 43: Data Table on Solutions - Market size and forecast 2024-2029 ($ million)
Exhibits 44: Chart on Solutions - Year-over-year growth 2024-2029 (%)
Exhibits 45: Data Table on Solutions - Year-over-year growth 2024-2029 (%)
Exhibits 46: Chart on Services - Market size and forecast 2024-2029 ($ million)
Exhibits 47: Data Table on Services - Market size and forecast 2024-2029 ($ million)
Exhibits 48: Chart on Services - Year-over-year growth 2024-2029 (%)
Exhibits 49: Data Table on Services - Year-over-year growth 2024-2029 (%)
Exhibits 50: Market opportunity by Component ($ million)
Exhibits 51: Data Table on Market opportunity by Component ($ million)
Exhibits 52: Chart on Application - Market share 2024-2029 (%)
Exhibits 53: Data Table on Application - Market share 2024-2029 (%)
Exhibits 54: Chart on Comparison by Application
Exhibits 55: Data Table on Comparison by Application
Exhibits 56: Chart on Process optimization - Market size and forecast 2024-2029 ($ million)
Exhibits 57: Data Table on Process optimization - Market size and forecast 2024-2029 ($ million)
Exhibits 58: Chart on Process optimization - Year-over-year growth 2024-2029 (%)
Exhibits 59: Data Table on Process optimization - Year-over-year growth 2024-2029 (%)
Exhibits 60: Chart on Health monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits 61: Data Table on Health monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits 62: Chart on Health monitoring - Year-over-year growth 2024-2029 (%)
Exhibits 63: Data Table on Health monitoring - Year-over-year growth 2024-2029 (%)
Exhibits 64: Chart on Smart agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits 65: Data Table on Smart agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits 66: Chart on Smart agriculture - Year-over-year growth 2024-2029 (%)
Exhibits 67: Data Table on Smart agriculture - Year-over-year growth 2024-2029 (%)
Exhibits 68: Chart on Enviornmental monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits 69: Data Table on Enviornmental monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits 70: Chart on Enviornmental monitoring - Year-over-year growth 2024-2029 (%)
Exhibits 71: Data Table on Enviornmental monitoring - Year-over-year growth 2024-2029 (%)
Exhibits 72: Chart on Autonomous vehicles - Market size and forecast 2024-2029 ($ million)
Exhibits 73: Data Table on Autonomous vehicles - Market size and forecast 2024-2029 ($ million)
Exhibits 74: Chart on Autonomous vehicles - Year-over-year growth 2024-2029 (%)
Exhibits 75: Data Table on Autonomous vehicles - Year-over-year growth 2024-2029 (%)
Exhibits 76: Market opportunity by Application ($ million)
Exhibits 77: Data Table on Market opportunity by Application ($ million)
Exhibits 78: Chart on End-user - Market share 2024-2029 (%)
Exhibits 79: Data Table on End-user - Market share 2024-2029 (%)
Exhibits 80: Chart on Comparison by End-user
Exhibits 81: Data Table on Comparison by End-user
Exhibits 82: Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits 83: Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits 84: Chart on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits 85: Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits 86: Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits 87: Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits 88: Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits 89: Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits 90: Chart on Consumer electronics - Market size and forecast 2024-2029 ($ million)
Exhibits 91: Data Table on Consumer electronics - Market size and forecast 2024-2029 ($ million)
Exhibits 92: Chart on Consumer electronics - Year-over-year growth 2024-2029 (%)
Exhibits 93: Data Table on Consumer electronics - Year-over-year growth 2024-2029 (%)
Exhibits 94: Chart on Agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits 95: Data Table on Agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits 96: Chart on Agriculture - Year-over-year growth 2024-2029 (%)
Exhibits 97: Data Table on Agriculture - Year-over-year growth 2024-2029 (%)
Exhibits 98: Chart on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 99: Data Table on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 100: Chart on Others - Year-over-year growth 2024-2029 (%)
Exhibits 101: Data Table on Others - Year-over-year growth 2024-2029 (%)
Exhibits 102: Market opportunity by End-user ($ million)
Exhibits 103: Data Table on Market opportunity by End-user ($ million)
Exhibits 104: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 105: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 106: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 107: Chart on Geographic comparison
Exhibits 108: Data Table on Geographic comparison
Exhibits 109: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 110: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 111: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits 112: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits 113: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 114: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 115: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 116: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 117: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 118: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 119: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 120: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 121: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 122: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 123: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits 124: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits 125: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 126: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 127: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 128: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 129: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits 130: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibits 131: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibits 132: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibits 133: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibits 134: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibits 135: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibits 136: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibits 137: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 138: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 139: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 140: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 141: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 142: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 143: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibits 144: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibits 145: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 146: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 147: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 148: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 149: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 150: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 151: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 152: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 153: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibits 154: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibits 155: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibits 156: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibits 157: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibits 158: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibits 159: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibits 160: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibits 161: Chart on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibits 162: Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibits 163: Chart on Brazil - Year-over-year growth 2024-2029 (%)
Exhibits 164: Data Table on Brazil - Year-over-year growth 2024-2029 (%)
Exhibits 165: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 166: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 167: Chart on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 168: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 169: Market opportunity By Geographical Landscape ($ million)
Exhibits 170: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits 171: Impact of drivers and challenges in 2024 and 2029
Exhibits 172: Overview on criticality of inputs and factors of differentiation
Exhibits 173: Overview on factors of disruption
Exhibits 174: Impact of key risks on business
Exhibits 175: Companies covered
Exhibits 176: Company ranking index
Exhibits 177: Matrix on companies position and classification
Exhibits 178: Amazon Web Services Inc. - Overview
Exhibits 179: Amazon Web Services Inc. - Product / Service
Exhibits 180: Amazon Web Services Inc. - Key news
Exhibits 181: Amazon Web Services Inc. - Key offerings
Exhibits 182: SWOT
Exhibits 183: Arm Ltd. - Overview
Exhibits 184: Arm Ltd. - Product / Service
Exhibits 185: Arm Ltd. - Key offerings
Exhibits 186: SWOT
Exhibits 187: Edgeimpulse, Inc. - Overview
Exhibits 188: Edgeimpulse, Inc. - Product / Service
Exhibits 189: Edgeimpulse, Inc. - Key offerings
Exhibits 190: SWOT
Exhibits 191: Google LLC - Overview
Exhibits 192: Google LLC - Product / Service
Exhibits 193: Google LLC - Key offerings
Exhibits 194: SWOT
Exhibits 195: Imagimob AB - Overview
Exhibits 196: Imagimob AB - Product / Service
Exhibits 197: Imagimob AB - Key offerings
Exhibits 198: SWOT
Exhibits 199: InData Labs - Overview
Exhibits 200: InData Labs - Product / Service
Exhibits 201: InData Labs - Key offerings
Exhibits 202: SWOT
Exhibits 203: International Business Machines Corp. - Overview
Exhibits 204: International Business Machines Corp. - Business segments
Exhibits 205: International Business Machines Corp. - Key news
Exhibits 206: International Business Machines Corp. - Key offerings
Exhibits 207: International Business Machines Corp. - Segment focus
Exhibits 208: SWOT
Exhibits 209: Lattice Semiconductor Corp. - Overview
Exhibits 210: Lattice Semiconductor Corp. - Product / Service
Exhibits 211: Lattice Semiconductor Corp. - Key offerings
Exhibits 212: SWOT
Exhibits 213: Meta Platforms Inc. - Overview
Exhibits 214: Meta Platforms Inc. - Business segments
Exhibits 215: Meta Platforms Inc. - Key offerings
Exhibits 216: Meta Platforms Inc. - Segment focus
Exhibits 217: SWOT
Exhibits 218: Microsoft Corp. - Overview
Exhibits 219: Microsoft Corp. - Business segments
Exhibits 220: Microsoft Corp. - Key news
Exhibits 221: Microsoft Corp. - Key offerings
Exhibits 222: Microsoft Corp. - Segment focus
Exhibits 223: SWOT
Exhibits 224: NXP Semiconductors NV - Overview
Exhibits 225: NXP Semiconductors NV - Product / Service
Exhibits 226: NXP Semiconductors NV - Key offerings
Exhibits 227: SWOT
Exhibits 228: Renesas Electronics Corp. - Overview
Exhibits 229: Renesas Electronics Corp. - Business segments
Exhibits 230: Renesas Electronics Corp. - Key news
Exhibits 231: Renesas Electronics Corp. - Key offerings
Exhibits 232: Renesas Electronics Corp. - Segment focus
Exhibits 233: SWOT
Exhibits 234: Sony Semiconductor Solutions Corporation - Overview
Exhibits 235: Sony Semiconductor Solutions Corporation - Product / Service
Exhibits 236: Sony Semiconductor Solutions Corporation - Key offerings
Exhibits 237: SWOT
Exhibits 238: STMicroelectronics NV - Overview
Exhibits 239: STMicroelectronics NV - Business segments
Exhibits 240: STMicroelectronics NV - Key news
Exhibits 241: STMicroelectronics NV - Key offerings
Exhibits 242: STMicroelectronics NV - Segment focus
Exhibits 243: SWOT
Exhibits 244: Syntiant Corp. - Overview
Exhibits 245: Syntiant Corp. - Product / Service
Exhibits 246: Syntiant Corp. - Key offerings
Exhibits 247: SWOT
Exhibits 248: Inclusions checklist
Exhibits 249: Exclusions checklist
Exhibits 250: Currency conversion rates for US$
Exhibits 251: Research methodology
Exhibits 252: Information sources
Exhibits 253: Data validation
Exhibits 254: Validation techniques employed for market sizing
Exhibits 255: Data synthesis
Exhibits 256: 360 degree market analysis
Exhibits 257: List of abbreviations
Exhibits 2: Executive Summary - Data Table on Market Overview
Exhibits 3: Executive Summary - Chart on Global Market Characteristics
Exhibits 4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits 5: Executive Summary - Chart on Market Segmentation by Component
Exhibits 6: Executive Summary - Chart on Market Segmentation by Application
Exhibits 7: Executive Summary - Chart on Market Segmentation by End-user
Exhibits 8: Executive Summary - Chart on Incremental Growth
Exhibits 9: Executive Summary - Data Table on Incremental Growth
Exhibits 10: Executive Summary - Chart on Company Market Positioning
Exhibits 11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 12: Overview on criticality of inputs and factors of differentiation
Exhibits 13: Overview on factors of disruption
Exhibits 14: Impact of drivers and challenges in 2024 and 2029
Exhibits 15: Parent Market
Exhibits 16: Data Table on - Parent Market
Exhibits 17: Market characteristics analysis
Exhibits 18: Value chain analysis
Exhibits 19: Offerings of companies included in the market definition
Exhibits 20: Market segments
Exhibits 21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 25: Historic Market Size - Data Table on Global TinyML Market 2019 - 2023 ($ million)
Exhibits 26: Historic Market Size - Component Segment 2019 - 2023 ($ million)
Exhibits 27: Historic Market Size - Application Segment 2019 - 2023 ($ million)
Exhibits 28: Historic Market Size - End-user Segment 2019 - 2023 ($ million)
Exhibits 29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
Exhibits 30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
Exhibits 31: Five forces analysis - Comparison between 2024 and 2029
Exhibits 32: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits 33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits 34: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits 35: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits 36: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits 37: Chart on Market condition - Five forces 2024 and 2029
Exhibits 38: Chart on Component - Market share 2024-2029 (%)
Exhibits 39: Data Table on Component - Market share 2024-2029 (%)
Exhibits 40: Chart on Comparison by Component
Exhibits 41: Data Table on Comparison by Component
Exhibits 42: Chart on Solutions - Market size and forecast 2024-2029 ($ million)
Exhibits 43: Data Table on Solutions - Market size and forecast 2024-2029 ($ million)
Exhibits 44: Chart on Solutions - Year-over-year growth 2024-2029 (%)
Exhibits 45: Data Table on Solutions - Year-over-year growth 2024-2029 (%)
Exhibits 46: Chart on Services - Market size and forecast 2024-2029 ($ million)
Exhibits 47: Data Table on Services - Market size and forecast 2024-2029 ($ million)
Exhibits 48: Chart on Services - Year-over-year growth 2024-2029 (%)
Exhibits 49: Data Table on Services - Year-over-year growth 2024-2029 (%)
Exhibits 50: Market opportunity by Component ($ million)
Exhibits 51: Data Table on Market opportunity by Component ($ million)
Exhibits 52: Chart on Application - Market share 2024-2029 (%)
Exhibits 53: Data Table on Application - Market share 2024-2029 (%)
Exhibits 54: Chart on Comparison by Application
Exhibits 55: Data Table on Comparison by Application
Exhibits 56: Chart on Process optimization - Market size and forecast 2024-2029 ($ million)
Exhibits 57: Data Table on Process optimization - Market size and forecast 2024-2029 ($ million)
Exhibits 58: Chart on Process optimization - Year-over-year growth 2024-2029 (%)
Exhibits 59: Data Table on Process optimization - Year-over-year growth 2024-2029 (%)
Exhibits 60: Chart on Health monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits 61: Data Table on Health monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits 62: Chart on Health monitoring - Year-over-year growth 2024-2029 (%)
Exhibits 63: Data Table on Health monitoring - Year-over-year growth 2024-2029 (%)
Exhibits 64: Chart on Smart agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits 65: Data Table on Smart agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits 66: Chart on Smart agriculture - Year-over-year growth 2024-2029 (%)
Exhibits 67: Data Table on Smart agriculture - Year-over-year growth 2024-2029 (%)
Exhibits 68: Chart on Enviornmental monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits 69: Data Table on Enviornmental monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits 70: Chart on Enviornmental monitoring - Year-over-year growth 2024-2029 (%)
Exhibits 71: Data Table on Enviornmental monitoring - Year-over-year growth 2024-2029 (%)
Exhibits 72: Chart on Autonomous vehicles - Market size and forecast 2024-2029 ($ million)
Exhibits 73: Data Table on Autonomous vehicles - Market size and forecast 2024-2029 ($ million)
Exhibits 74: Chart on Autonomous vehicles - Year-over-year growth 2024-2029 (%)
Exhibits 75: Data Table on Autonomous vehicles - Year-over-year growth 2024-2029 (%)
Exhibits 76: Market opportunity by Application ($ million)
Exhibits 77: Data Table on Market opportunity by Application ($ million)
Exhibits 78: Chart on End-user - Market share 2024-2029 (%)
Exhibits 79: Data Table on End-user - Market share 2024-2029 (%)
Exhibits 80: Chart on Comparison by End-user
Exhibits 81: Data Table on Comparison by End-user
Exhibits 82: Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits 83: Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits 84: Chart on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits 85: Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits 86: Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits 87: Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits 88: Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits 89: Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits 90: Chart on Consumer electronics - Market size and forecast 2024-2029 ($ million)
Exhibits 91: Data Table on Consumer electronics - Market size and forecast 2024-2029 ($ million)
Exhibits 92: Chart on Consumer electronics - Year-over-year growth 2024-2029 (%)
Exhibits 93: Data Table on Consumer electronics - Year-over-year growth 2024-2029 (%)
Exhibits 94: Chart on Agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits 95: Data Table on Agriculture - Market size and forecast 2024-2029 ($ million)
Exhibits 96: Chart on Agriculture - Year-over-year growth 2024-2029 (%)
Exhibits 97: Data Table on Agriculture - Year-over-year growth 2024-2029 (%)
Exhibits 98: Chart on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 99: Data Table on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 100: Chart on Others - Year-over-year growth 2024-2029 (%)
Exhibits 101: Data Table on Others - Year-over-year growth 2024-2029 (%)
Exhibits 102: Market opportunity by End-user ($ million)
Exhibits 103: Data Table on Market opportunity by End-user ($ million)
Exhibits 104: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 105: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 106: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 107: Chart on Geographic comparison
Exhibits 108: Data Table on Geographic comparison
Exhibits 109: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 110: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 111: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits 112: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits 113: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 114: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 115: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 116: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 117: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 118: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 119: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 120: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 121: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 122: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 123: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits 124: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits 125: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 126: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 127: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 128: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 129: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits 130: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibits 131: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibits 132: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibits 133: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibits 134: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibits 135: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibits 136: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibits 137: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 138: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 139: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 140: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 141: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 142: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 143: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibits 144: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibits 145: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 146: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 147: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 148: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 149: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 150: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 151: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 152: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 153: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibits 154: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibits 155: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibits 156: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibits 157: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibits 158: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibits 159: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibits 160: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibits 161: Chart on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibits 162: Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibits 163: Chart on Brazil - Year-over-year growth 2024-2029 (%)
Exhibits 164: Data Table on Brazil - Year-over-year growth 2024-2029 (%)
Exhibits 165: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 166: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 167: Chart on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 168: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 169: Market opportunity By Geographical Landscape ($ million)
Exhibits 170: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits 171: Impact of drivers and challenges in 2024 and 2029
Exhibits 172: Overview on criticality of inputs and factors of differentiation
Exhibits 173: Overview on factors of disruption
Exhibits 174: Impact of key risks on business
Exhibits 175: Companies covered
Exhibits 176: Company ranking index
Exhibits 177: Matrix on companies position and classification
Exhibits 178: Amazon Web Services Inc. - Overview
Exhibits 179: Amazon Web Services Inc. - Product / Service
Exhibits 180: Amazon Web Services Inc. - Key news
Exhibits 181: Amazon Web Services Inc. - Key offerings
Exhibits 182: SWOT
Exhibits 183: Arm Ltd. - Overview
Exhibits 184: Arm Ltd. - Product / Service
Exhibits 185: Arm Ltd. - Key offerings
Exhibits 186: SWOT
Exhibits 187: Edgeimpulse, Inc. - Overview
Exhibits 188: Edgeimpulse, Inc. - Product / Service
Exhibits 189: Edgeimpulse, Inc. - Key offerings
Exhibits 190: SWOT
Exhibits 191: Google LLC - Overview
Exhibits 192: Google LLC - Product / Service
Exhibits 193: Google LLC - Key offerings
Exhibits 194: SWOT
Exhibits 195: Imagimob AB - Overview
Exhibits 196: Imagimob AB - Product / Service
Exhibits 197: Imagimob AB - Key offerings
Exhibits 198: SWOT
Exhibits 199: InData Labs - Overview
Exhibits 200: InData Labs - Product / Service
Exhibits 201: InData Labs - Key offerings
Exhibits 202: SWOT
Exhibits 203: International Business Machines Corp. - Overview
Exhibits 204: International Business Machines Corp. - Business segments
Exhibits 205: International Business Machines Corp. - Key news
Exhibits 206: International Business Machines Corp. - Key offerings
Exhibits 207: International Business Machines Corp. - Segment focus
Exhibits 208: SWOT
Exhibits 209: Lattice Semiconductor Corp. - Overview
Exhibits 210: Lattice Semiconductor Corp. - Product / Service
Exhibits 211: Lattice Semiconductor Corp. - Key offerings
Exhibits 212: SWOT
Exhibits 213: Meta Platforms Inc. - Overview
Exhibits 214: Meta Platforms Inc. - Business segments
Exhibits 215: Meta Platforms Inc. - Key offerings
Exhibits 216: Meta Platforms Inc. - Segment focus
Exhibits 217: SWOT
Exhibits 218: Microsoft Corp. - Overview
Exhibits 219: Microsoft Corp. - Business segments
Exhibits 220: Microsoft Corp. - Key news
Exhibits 221: Microsoft Corp. - Key offerings
Exhibits 222: Microsoft Corp. - Segment focus
Exhibits 223: SWOT
Exhibits 224: NXP Semiconductors NV - Overview
Exhibits 225: NXP Semiconductors NV - Product / Service
Exhibits 226: NXP Semiconductors NV - Key offerings
Exhibits 227: SWOT
Exhibits 228: Renesas Electronics Corp. - Overview
Exhibits 229: Renesas Electronics Corp. - Business segments
Exhibits 230: Renesas Electronics Corp. - Key news
Exhibits 231: Renesas Electronics Corp. - Key offerings
Exhibits 232: Renesas Electronics Corp. - Segment focus
Exhibits 233: SWOT
Exhibits 234: Sony Semiconductor Solutions Corporation - Overview
Exhibits 235: Sony Semiconductor Solutions Corporation - Product / Service
Exhibits 236: Sony Semiconductor Solutions Corporation - Key offerings
Exhibits 237: SWOT
Exhibits 238: STMicroelectronics NV - Overview
Exhibits 239: STMicroelectronics NV - Business segments
Exhibits 240: STMicroelectronics NV - Key news
Exhibits 241: STMicroelectronics NV - Key offerings
Exhibits 242: STMicroelectronics NV - Segment focus
Exhibits 243: SWOT
Exhibits 244: Syntiant Corp. - Overview
Exhibits 245: Syntiant Corp. - Product / Service
Exhibits 246: Syntiant Corp. - Key offerings
Exhibits 247: SWOT
Exhibits 248: Inclusions checklist
Exhibits 249: Exclusions checklist
Exhibits 250: Currency conversion rates for US$
Exhibits 251: Research methodology
Exhibits 252: Information sources
Exhibits 253: Data validation
Exhibits 254: Validation techniques employed for market sizing
Exhibits 255: Data synthesis
Exhibits 256: 360 degree market analysis
Exhibits 257: List of abbreviations
Executive Summary
The following companies are recognized as the key players in the global tinyml market: 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..Commenting on the report, an analyst from the research team said: "The latest trend gaining momentum in the market is emergence of vision and advanced sensor fusion as key applications."
According to the report, one of the major drivers for this market is the proliferation of iot and imperative for edge intelligence.
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 and vendor landscape in addition to a SWOT analysis of the key vendors.
Companies Mentioned (Partial List)
A selection of companies mentioned in this report includes, but is not limited to:
- 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
- Syntiant Corp.
