North America Convolutional Neural Networks Market Size, Share & Trends Analysis Report By Deployment Mode (On-Premise and Cloud), By Component (Hardware, Software, and Services), By Application, By Vertical, By Country and Growth Forecast, 2024 - 2031
The North America Convolutional Neural Networks Market would witness market growth of 39.5% CAGR during the forecast period (2024-2031).
The US market dominated the North America Convolutional Neural Networks Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a market value of $32,875.8 million by 2031. The Canada market is experiencing a CAGR of 42.3% during (2024 - 2031). Additionally, The Mexico market would exhibit a CAGR of 41.3% during (2024 - 2031).
This market refers to the industry surrounding the development, deployment, and application of these networks, which are a class of deep learning algorithms specifically designed to process structured grid data such as images and video. CNNs are particularly powerful for tasks like image recognition, object detection, and image segmentation, making them essential in various sectors, including healthcare, automotive, finance, and entertainment.
CNNs have become a cornerstone in several domains, with applications across industries. Some of the most significant applications include. CNNs are used to analyze facial expressions, helping in applications like sentiment analysis in customer service or enhancing user interactions on social media platforms. Beyond object detection, CNNs can analyze the context of scenes, helping autonomous navigation systems understand complex environments, such as urban landscapes.
The rise of autonomous vehicles (AVs) in the United States is significantly influencing the growth of this market. According to the National Association of Insurance Commissioners, the Insurance Institute for Highway Safety projects that there will be approximately 3.5 million self-driving vehicles on U.S. roads by 2025 and 4.5 million by 2030. This rapid proliferation of AVs necessitates the integration of advanced technologies, particularly artificial intelligence (AI), to ensure safe and efficient operations, with CNNs playing a crucial role in this transformation. Canada's aerospace sector's growth significantly impacts this market. As the government actively supports this sector through initiatives like the Aerospace Regional Recovery Initiative (ARRI), which allocates $250 million over three years, there is an increasing demand for advanced technologies, including artificial intelligence (AI) and machine learning. CNNs, a specialized form of AI, are particularly suited for tasks like image and signal processing, critical in aerospace applications such as aircraft design, maintenance, and operational efficiency. In conclusion, the projected rise of autonomous vehicles in the U.S. and the government’s commitment to supporting the aerospace sector are set to create a robust demand for convolutional neural networks.
Based on Deployment Mode, the market is segmented into On-Premise and Cloud. Based on Component, the market is segmented into Hardware, Software, and Services. Based on Application, the market is segmented into Image & Video Recognition, Natural Language Processing (NLP), Medical Image Analysis, Autonomous Vehicles, Robotics & Manufacturing, and Other Application. Based on Vertical, the market is segmented into Healthcare, Automotive, Retail & E-commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities, and Other Vertical. Based on countries, the market is segmented into U.S., Mexico, Canada, and Rest of North America.
List of Key Companies Profiled
- NVIDIA Corporation
- Google LLC
- Microsoft Corporation
- IBM Corporation
- Amazon Web Services, Inc. (Amazon.com, Inc.)
- OpenAI, LLC
- Samsung Electronics Co., Ltd. (Samsung Group)
- Intel Corporation
- H2O.ai, Inc.
- Qualcomm Incorporated (Qualcomm Technologies, Inc.)
North America Convolutional Neural Networks Market Report Segmentation
By Deployment Mode
By Component
By Application
- Image & Video Recognition
- Natural Language Processing (NLP)
- Medical Image Analysis
- Autonomous Vehicles
- Robotics & Manufacturing
- Other Application
By Vertical
- Healthcare
- Automotive
- Retail & E-commerce
- IT & Telecommunications
- Manufacturing
- Aerospace & Defense
- Energy & Utilities
- Other Vertical
By Country
- US
- Canada
- Mexico
- Rest of North America