Edge ML Enablement: Development Platforms, Tools, and Solutions
Price: Starting at USD 3,000
Publish Date: 13 May 2022
Code: AN-4958
Research Type: Report
Pages: 28
RELATED SERVICE:
Actionable Benefits
- Introduce readers to the edge ML enablement market.
- Understand impactful technological and market trends that drive edge ML development.
- Educate businesses on leveraging the skills of edge ML enablement vendors in their AI journey.
Research Highlights
- Analysis of enabling technologies in edge ML enablement.
- A detailed overview of key edge ML enablement vendors.
- Market sizing of the edge ML enablement market.
Critical Questions Answered
- Who are the key edge ML enablement vendors and what do they offer?
- Why are they important to the edge ML market?
- What differentiates the different product offerings?
Who Should Read This?
- Edge ML implementers that are looking for external support.
- Strategy planners and advisors within the edge AI industry.
- System integrators helping businesses to implement edge ML applications.
Companies Mentioned
Table of Contents
1. EXECUTIVE SUMMARY
2. KEY MARKET DRIVERS
2.1. Diverse Hardware Ecosystem
2.2. Compliance with Data Privacy Regulations
2.3. Lack of Big Data
2.4. Cost of Development
3. KEY TECHNOLOGIES
3.1. Data Management
3.2. Model Design
3.3. AutoML
3.4. Edge MLOps
4. VENDOR ECOSYSTEM
4.1. AWS
4.2. Blaize
4.3. DeGirum
4.4. Edge Impulse
4.5. Google and Qualcomm
4.6. Imagimob
4.7. Latent AI
4.8. MicroAI
4.9. Microsoft
4.10. Neuton
4.11. Nota
4.12. NXP
4.13. Plumerai
4.14. Qeexo
4.15. SensiML
4.16. STMicrolelectronics
4.17. Syntiant
5. MARKET FORECAST
6. KEY RECOMMENDATIONS
6.1. Recommendations for Vendors
6.2. Recommendations for ML Implementers and End Users
Companies Mentioned
- Amazon
- Ambarella, Inc.
- Apache Corporation
- AWS
- Azure
- Edge Impulse
- Intel Corporation
- Latent AI
- MediaTek Inc
- Microsoft Corporation
- NXP Semiconductors
- Qualcomm Inc
- SensiML
- STMicroelectronics
- Syntiant
- Waymo
Related Research
The Edge AI Ecosystem
Report | 2Q 2021 | AN-5334
Edge Computing: Processing at the Edge and Beyond
Report | 3Q 2021 | AN-5453
Edge AI Gateways and Servers for Distributed Intelligence
Report | 4Q 2020 | AN-5333
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