{"id":206,"date":"2021-01-05T18:46:52","date_gmt":"2021-01-05T13:16:52","guid":{"rendered":"https:\/\/data-flair.training\/news\/?p=206"},"modified":"2021-01-05T19:37:16","modified_gmt":"2021-01-05T14:07:16","slug":"computer-vision-trends-2021","status":"publish","type":"post","link":"https:\/\/data-flair.training\/news\/computer-vision-trends-2021\/","title":{"rendered":"Accomplish your biggest mission with Computer Vision &#8211; CV Trends for 2021"},"content":{"rendered":"<blockquote><p><em><strong>Computer vision and machine learning have really started to take off, but for most people, the whole idea of what is a computer seeing when it&#8217;s looking at an image is relatively obscure.<\/strong><\/em><\/p>\n<p style=\"text-align: center;\"><em><strong>Mike Krieger<\/strong><\/em><\/p>\n<\/blockquote>\n<p>The spread of the global pandemic has forced multiple industries to quickly adapt to newer technologies.<\/p>\n<p>With industries looking to cut labour costs and the economic slowdown that is expected to follow the pandemic, the adoption of new technologies will continue to remain a top choice in 2021.<\/p>\n<p>One technology that has stood out during COVID times is a branch of AI called computer vision.<\/p>\n<p>Often abbreviated as CV, computer vision is a field where computers are made capable of analyzing the content in digital images and videos.<\/p>\n<p>Computer Vision is an emerging field with a lot of potential.<\/p>\n<p>Here are some of the top Computer Vision trends that are set to dominate 2021.<\/p>\n<h2>Popular Computer Vision trends for 2021<\/h2>\n<h3>1. Computer vision for automated defect identification<\/h3>\n<p>Companies in the manufacturing industry spend hours on manual detection of manufacturing defects.<\/p>\n<p>In some cases, the defects remain undetected due to human error. In others, it is impossible for the human eye to detect minute defects.<\/p>\n<p>Visual inspection tools that are built based on computer vision technology are capable of enhancing the production quality.<\/p>\n<p>Implementing the solution is affordable. It provides great accuracy too.<\/p>\n<p>Thus, with an automated visual inspection, manufacturing units can achieve better quality control and save time\/costs at the same time.<\/p>\n<h3>2. Emergence of Edge Computing<\/h3>\n<p>Currently, most of the company\u2019s huge datasets are there in the cloud.<\/p>\n<p>However, one must also consider the offices that are located in remote places where weak or no internet connection makes it hard to connect to the cloud.<\/p>\n<p>Edge computing refers to technology that enables data processing and analysis at the site of data collection.<\/p>\n<p>Thus, there is no need to connect to the cloud.<\/p>\n<p>In locations where network outages are common, edge computing provides a way to carry out data analysis without interruptions.<\/p>\n<p style=\"text-align: center;\"><em><strong>Are you looking forward to work on real-time computer vision projects?<\/strong><\/em><br \/>\n<em><strong><a href=\"https:\/\/data-flair.training\/blogs\/computer-vision-project-ideas\/\">Top 25 Computer Vision Projects<\/a> [source code included]<\/strong><\/em><\/p>\n<h3>3. Ensuring safety in the times of COVID<\/h3>\n<p>Industries are grappling with getting employees back to the office.<\/p>\n<p>With social distancing norms and other restrictions in place, employees now have a bigger responsibility when it comes to ensuring the safety of their employees.<\/p>\n<p>There is a need to ensure that people wear their masks and follow the rules of the new normal when they are in a public place.<\/p>\n<p>Computer vision can be used to detect whether people are following all the norms.<\/p>\n<p>Cameras can be set up to enable live monitoring of public places, especially during peak hours.<\/p>\n<p>Apart from safety measures against the virus, CV can also help monitor whether the employees are well-protected when they enter risky areas such as construction sites.<\/p>\n<h4>4. CVaaS will become more prominent<\/h4>\n<p>At the moment, we have software, platform and infrastructure available as a service.<\/p>\n<p>2021 will see even computer vision available as a service.<\/p>\n<p>This will fuel the zeal and passion to innovate more as there is no need to spend time on building a dedicated computer vision platform.<\/p>\n<p>Companies will be able to lease CV software and pay only for those applications that they use.<\/p>\n<h3>5. Thermal Imaging<\/h3>\n<p>Thermal cameras use light\/heat energy to analyze the surroundings.<\/p>\n<p>These have been applied in various fields for a long time. They have been helpful for military personnel to have night vision. They have been used in wildlife study and exploration.<\/p>\n<p>The combination of thermal imaging and deep learning algorithms is a powerful one.<\/p>\n<p>Manually checking each person\u2019s temperature during the pandemic is an inefficient method.<\/p>\n<p>Taiwan adopted thermal cameras in combination with facial recognition tools to make the process more efficient.<\/p>\n<p>AI-based temperature monitoring solutions can help increase the operation speed in airports and other public spaces in the post-pandemic world.<\/p>\n<h2>Summary<\/h2>\n<p>Computer vision would take the centrestage in many industries; especially those involving manufacturing products.<\/p>\n<p>Edge technology combined with CV as a Service would make it feasible to seamlessly embed CV into several devices.<\/p>\n<p>In the post-pandemic world, CV may even become the norm when it comes to matters such as automated inspection, AR and VR.<\/p>\n<p>It is expected that AR and VR will move to the next phase of development to give birth to MR &#8211; mixed reality.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Computer vision and machine learning have really started to take off, but for most people, the whole idea of what is a computer seeing when it&#8217;s looking at an image is relatively obscure. Mike&#46;&#46;&#46;<\/p>\n","protected":false},"author":7515,"featured_media":207,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[104],"tags":[175,174,176,141],"class_list":["post-206","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-computer-vision","tag-computer-vision-trends-2021","tag-opencv","tag-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Accomplish your biggest mission with Computer Vision - CV Trends for 2021 - DataFlair<\/title>\n<meta name=\"description\" content=\"Computer vision is changing industries making smart lives more straightforward as well as fascinating. 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