Rapid improvements in fast information storage capacity, high computing power, and parallelization have contributed to the swift uptake of the deep learning technology in end-use industries such as automotive and healthcare. Further, the need for understanding and analyzing visual contents among enterprises in order to gain meaningful insights, is expected to provide traction to the industry over the forecast period.
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The increasing prominence of Graphics Processing Unit (GPU)-accelerated applications is leading to increased adoption of the technology in scientific disciplines such as deep learning and data science. Organizations are utilizing deep learning neural networks to extract valuable insights from enormous amounts of data for providing innovative products and improving customer experience; thereby, increasing revenue opportunities.
The technology is expected to gain prominence among key players and researchers, owing to its use in improvising artificial intelligence capabilities in Natural Language Processing (NLP), image & speech recognition, and computer vision areas. Solution providers are resorting to partnerships and collaborations to enter the deep learning space. For instance, in January 2016, Movidius collaborated with Google, Inc. to enhance its deep learning capabilities on mobile devices. In September 2016, Intel Corporation announced the acquisition of Movidius for improvising its computer vision and deep learning solutions.
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Further key findings from the report suggest:
- The hardware segment is expected to witness the fastest growth due to increased demand for high computing chipsets which are used to run deep learning algorithms
- The Field Programmable Gate Array (FPGA) segment is expected to witness considerable growth on account of its enhanced power efficiency and capability to bridge the GPU performance gap using multiple FPGAs
- The healthcare segment is anticipated to grow at a significant rate of over 55%, as the technology is outspreading the translational bioinformatics, medical imaging, and sensor-driven analysis
- The Asia Pacific deep learning market is expected to be the fastest-growing regional market due to increasing spending on artificial intelligence and cognitive computing technologies
- The key industry players include Intel Corporation, NVIDIA Corporation, IBM Corporation, and Microsoft Corporation
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