Wednesday 4 March 2020

Growing demand for edge computing in mobile devices Driving the Growth of AI in Computer Vision Market

The AI in computer vision market was valued at USD 2.37 billion in 2017 and is expected to reach USD 25.32 billion by 2023, at a CAGR of 47.54% during the forecast period. In this report, 2017 has been considered as the base year, and the forecast period is from 2018 to 2023. The objective of the report is to define, describe, and forecast the AI in computer vision market, in terms of value, on the basis of vertical, component, and geography. The major factors that are expected to be driving the AI in Computer Vison Market include growing demand for edge computing in mobile devices, increasing demand for computer vision systems in non–traditional and emerging applications and growing impact of AI in machine vision.

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Driver: Growing demand for edge computing in mobile devices


Most AI algorithms need a large amount of data and computing power to accomplish tasks. For this reason, they rely on cloud servers to perform their computations; they are not capable of accomplishing tasks on devices, mobile phones, computers, and other devices. This limitation makes AI algorithms inefficient in settings where connectivity is sparse and where operations need to be performed in time-critical situations. Premium smartphone vendors are exploring SoC design and frameworks that will bring AI closer to the edge. The connectivity in mobile devices suffers from latency, network congestion, signal collision, and huge geographic coverage. These are few challenges that we face when processing edge data in the cloud. The dedicated chipset in mobile devices can help compute resources in real time and execute algorithms without the need for a round-trip to the cloud.

Apart from smartphones, drones, augmented reality, and driverless cars need to run real-time deep learning. Any delay because of the communication with the cloud can result in disastrous or fatal events. Also, in case of a network disruption, a total halt of operations is imaginable. At this stage of the market, Apple (US) and Google (US) are using AI processors in their flagship smartphones products. However, with the growth of AI in autonomous cars, drones, and other mobile devices, other players are also expected to enter in this market space.

AI in computer vision market in North America expected to hold the largest share in 2017

North America is expected to hold the largest market share in 2017. Startups in the US are receiving funds from various organizations to imply the AI technology in autonomous drones and other flying vehicles. The major focus is to overcome challenges faced by industrial drones in terms of reliability, safety, and autonomy. Thus, companies have come up with solutions that combine computer vision and deep learning algorithms and identify potential hazards, and speed and distance. The market for AI in computer vision in APAC is expected to grow at the highest CAGR during the forecast period and surpass North America by 2023.

Major players operating in the AI in computer vision market include NVIDIA (US), Intel (US), Qualcomm (US), Apple (US), Alphabet (US), Microsoft (US), Facebook (US), Wikitude (Austria), Xilinx (California), Basler (Germany), Teledyne Technologies (US), Cognex (US), General Electric (US), and Avigilon (Canada).

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