Search results for: 'Machine Vision Market, Global'

This research service covers the personal protective equipment (PPE) used in the North American mining industry. Coal and mineral mining operations have been included. Mining for oil and gas has been excluded from the scope of the research. The PPE market is covered in a total of 7 product segments—above-the-neck protection, respiratory protection...

Environmental concerns resulting from the increasingly apparent climate change effects drive the worldwide adoption of sustainable transportation. With governments phasing out vehicles that run on fossil fuels through stringent emissions regulations, people are purchasing electric vehicles (EVs) in significant numbers. The global EV market recorded...

The safety instrumented systems (SISs) study provides an analysis of the impact SISs have on process industries across the globe. Despite being a mature market, the need to replace and upgrade systems in continuous process industries drives SIS market growth. This research service offers forecasts and analyses of the following segments: emergenc...

The global processed F&B industry in 2019 will be driven by technological improvements and innovations to help increase the shelf life of products, while dealing with the challenge of food waste at this level of the value chain. Valued at $3.28 trillion in 2018, revenues are expected to reach $3.41 trillion by 2019, given a year-on-year growth of 3...

The COVID-19 pandemic led to the rapid scaling up of production activities in the pharmaceutical industry. An increase in the number of FDA approvals in biologics has further accelerated biopharmaceutical production, particularly in North America and Asia. With a boom in biopharmaceuticals anticipated in the next 5 to 7 years, the demand for single...

The Asia-Pacific (APAC) contact center applications market registered growth of 5.8% to reach $719.5 million in 2019. Technology up-gradation, cloud migration, and adoption of new technologies such as analytics, automation, and self-service applications are driving market growth. Frost & Sullivan expects the APAC contact center applications market ...

29 Jul 2021  |  Global  |  Technology Research

Federated Learning: New Approach to Building AI Models

Leveraging Open Source Tools to Accelerate Technology Development across Organizations and Regions

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Traditional machine learning (ML) models are centralized and involve vast amounts of data. However, both the urgency to guarantee data privacy and to abide by strict regulations imposed across regions have contributed to the emergence of a new and powerful alternative technique, federated learning. Instead of acquiring data from a central server or...

Demand-side platforms (DSPs) have evolved from programmatic buying tools into the decisioning infrastructure through which advertisers plan, execute, optimize, and measure campaigns across connected television, display, video, audio, digital out-of-home, and commerce media. Frost & Sullivan estimates that market revenue will increase from $31.28 bi...

In terms of power generation investment, the 2020s will continue a trend that has gained pace in the 2010s – the rise of renewable energy. The continued move away from carbon-intensive power will gain popularity as renewable energy sources become increasingly cost-competitive against fossil fuels. Increased investment in transmission and distributi...