computer vision Archives - My TechDecisions https://mytechdecisions.com/tag/computer-vision/ The end user’s first and last stop for making technology decisions Fri, 17 Nov 2023 18:56:25 +0000 en-US hourly 1 https://mytechdecisions.com/wp-content/uploads/2017/03/cropped-TD-icon1-1-32x32.png computer vision Archives - My TechDecisions https://mytechdecisions.com/tag/computer-vision/ 32 32 AI’s Revolutionary Impact on the Videoconferencing Experience https://mytechdecisions.com/news-1/ais-revolutionary-impact-on-the-videoconferencing-experience/ https://mytechdecisions.com/news-1/ais-revolutionary-impact-on-the-videoconferencing-experience/#respond Fri, 17 Nov 2023 18:56:25 +0000 https://mytechdecisions.com/?p=49115 Editor’s Note: Another version of this article originally appeared on our sister-site Commercial Integrator on October 17, 2023. It has since been updated for My TechDecisions’ audience. Artificial Intelligence (AI) is quickly becoming a mainstay in our everyday lives. Whether it be text-to-image generators like DALL-E or language processing tools like ChatGPT, sophisticated AI tools […]

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Editor’s Note: Another version of this article originally appeared on our sister-site Commercial Integrator on October 17, 2023. It has since been updated for My TechDecisions’ audience.

Artificial Intelligence (AI) is quickly becoming a mainstay in our everyday lives. Whether it be text-to-image generators like DALL-E or language processing tools like ChatGPT, sophisticated AI tools are revolutionizing the way we work.

That’s especially true in the hybrid workplace, where organizations are searching for new ways to bridge the gap between distributed employees. Given this challenge, it’s no wonder that videoconferencing has emerged as AI’s next step in revolutionizing how we live and work.

Let’s explore AI’s role in videoconferencing and how its latest innovations are improving the meeting experience.

The Rise of AI-Powered Videoconferencing

It should come as no surprise that demand for videoconferencing apps has grown exponentially since the start of the pandemic in spring 2020. Without question, virtual meetings are the bedrock of hybrid work, enabling organizations to seamlessly connect and collaborate across a distributed workforce.

This uptick in demand runs parallel with the emergence of several new competitors in the videoconferencing market. In turn, vendors have been compelled to improve their services by releasing feature-rich additions to their existing applications.

AI technologies have also advanced in leaps and bounds over the same period. In fact, reports show that AI adoption is 2.5 times greater now than it was in 2017. The market is projected to skyrocket twentyfold by 2030 to nearly $2 trillion.

Now, the two worlds are converging. Leading platforms are weaving AI capabilities into their videoconferencing tools to enhance the meeting experience for maximum productivity and performance.

Four Ways AI Can Transform the Videoconferencing Experience

Gone are the days when organizing, running and managing your virtual meetings was a clunky, cumbersome endeavor. Thanks to AI’s advantages, videoconferencing platforms are empowering organizations to kick up their internal and external meetings several notches.

Here are four of the most impactful ways AI-driven solutions can improve the meeting experience.

#1 Natural Language Processing (NLP)

Natural language processing is a branch of AI that enables computers to understand text and spoken words in the same way a real person can. In other words, it’s about giving AI programs the power of conversational intelligence.

Modern videoconferencing tools are leveraging NLP across a host of innovative capabilities, including:

  • Voice-to-text transcription: Using NLP, an AI-enabled platform can recognize and process complete sentences as they’re spoken during the meeting. This allows the system to automatically capture meeting notes, summarize conversations and generate searchable transcripts. When machine learning tools are incorporated, videoconferencing platforms can even identify who is speaking during the meeting.
  • Real-time translation: Global enterprises may be holding internal or external meetings that stretch beyond borders and include attendees who speak different languages. With AI, the meeting software can give everyone an equitable experience by automatically translating live audio into the language of any user’s choice.
  • Closed captions: Likewise, NLP capabilities can analyze audio and generate closed captions to make the meeting experience more inclusive for all participants.
  • Noise removal: From cars and pets to housemates and more, there’s no telling what sounds might suddenly disrupt and derail a meeting. Machine learning can be used to train AI to identify and remove those noises before they’re picked up. For hybrid teams, this is especially useful, as automatic background noise removal and acoustic fencing filters out distractions in different locations to keep meetings running smoothly.
  • Sentiment analysis: Consider the customer experience use case for videoconferencing: contact center agents working on resolutions in real-time. One major benefit for agents is AI’s ability to understand sentiment and tone during a conversation. Programs can analyze a speaker’s voice to uncover pain points and frustrations during the interaction. This allows managers to evaluate both customer experience and agent performance for future improvements.

#2 Conversational AI

Although they’re also built on NLP, conversational AI programs stand on their own. In simple terms, conversational AI refers to platforms that can chat and interact with users. That said, their capabilities stretch far beyond simple back-and-forth communication.

For example, voice-based virtual assistants can be used to streamline meeting management. Users can simply speak to their endpoints and apps to kickstart a meeting, turn on their camera, capture important items and control the experience from start to finish.

Chatbots can also be asked to schedule follow-up meetings with attendees, assign action items, send automated reminders and more.

#3 Computer Vision (CV)

According to Aragon Research, computer vision will have the biggest impact on intelligent videoconferencing in the future. This type of AI uses algorithms to understand, analyze and reconstruct visual inputs from image or video data.

This has several innovative use cases for meetings:

  • Optimized framing: CV can help participants stay in their cameras’ frame when presenting to colleagues and customers. By automatically tracking the speaker’s movements, the system keeps you centered in your video to eliminate unwanted distractions. In addition, multiple cameras in a room can now work together by switching cameras views to focus on the active speaker. The result? A cinematic video experience that follows the conversation from one speaker to the next.
  • Adaptive tracking: For meetings with multiple speakers, CV programs can ensure everyone is equally represented on screen. During webinars, cameras can adaptively track speakers as they move across the room or auditorium stage, ensuring that they’re always in everyone’s view.
  • Immersive presentations: Virtual presentations are challenging in hybrid settings. CV allows presenters to deliver more immersive content by automatically screen sharing in front of presentation materials.
  • Meeting zones: AI will soon use machine learning to automatically learn and frame your space based on predefined boundaries. This will ensure that distraction from passers-by are removed from the meeting in glass-walled rooms or open space.

#4 Productivity Analytics

People spend a lot of time in meetings these days. So, it’s important for organizations to ensure that time is well spent on value-added activities and core business processes. Fortunately, AI-powered solutions are helping businesses capture meeting data and leverage it to their advantage.

AI enhances data collection and offers users the power to evaluate key metrics. For example, platforms can record time spent on certain agenda items and activities, back-to-back meetings and other real-time insights that can be delivered directly to employees to help improve their productivity.

The Future of AI-Driven Videoconferencing

In truth, we are only scratching the surface when it comes to what AI can bring to the table. But, with the videoconferencing market expected to double by 2030, it’s safe to say that AI-powered meetings will be a major asset for years to come.


Robyn Rawlings is director of campaigns and content marketing at Webex by Cisco.

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Cogniac and Cisco Meraki Partner to Make AI Applications Available to SMBs https://mytechdecisions.com/compliance/cogniac-cisco-meraki-ai-smbs/ https://mytechdecisions.com/compliance/cogniac-cisco-meraki-ai-smbs/#respond Thu, 17 Mar 2022 21:22:15 +0000 https://mytechdecisions.com/?p=39838 Cogniac Corporation (Cogniac), the San Jose, Calif.,-based provider of artificial intelligence (AI) image and video analysis, and Cisco Meraki announced a partnership to accelerate the delivery of AI-powered computer vision applications at the edge of the network. The partnership will help enterprise customers build smarter, more automated spaces that enhance employee productivity, improve customer experiences, […]

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Cogniac Corporation (Cogniac), the San Jose, Calif.,-based provider of artificial intelligence (AI) image and video analysis, and Cisco Meraki announced a partnership to accelerate the delivery of AI-powered computer vision applications at the edge of the network. The partnership will help enterprise customers build smarter, more automated spaces that enhance employee productivity, improve customer experiences, and automate operations without the need for new infrastructure, says Cogniac.

With a Meraki cloud-managed smart camera solution, organizations can leverage video intelligence to build customized experiences for safer environments and smarter spaces. Customers can address a wide variety of use cases that require analytics. For example, a manufacturer can improve safety by ensuring that workers are outfitted with industrial PPE and tracking the location of heavy machinery. Warehouses and manufacturers can also check for product defects on the assembly line. Additionally, a restaurant chain can monitor finished products to ensure quality control and minimize waste. Furthermore, retailers can track high value inventory to optimize product flow and reduce loss.

Download: Making AI Work For IT Service Management

“At Cogniac, we are committed to bringing the power of enterprise-class AI-based visual observation and inspection to businesses, regardless of their in-house expertise,” said Cogniac Chief Partnership Officer Vahan Tchakerian in a statement. “Our groundbreaking partnership with Meraki gives businesses the ability to leverage the power of AI at the edge with MV smart cameras.”

Through the collaboration, the Cisco Meraki cloud-managed networking platform and Meraki MV smart cameras will integrate with the Cogniac AI-powered platform. This will allow businesses to build and deploy machine learning models that use video and image data to observe business critical events without requiring expert AI resources.

The Artificial Intelligence for Computer Vision global market is expected to grow from $7.3B in 2020 to $84.4B in 2027, according to research analysts,. This integration allows the expanding tier of small-to-medium-sized businesses the ability to harness computer vision to accelerate efficient growth.

“As organizations strive to become more efficient by leveraging new technologies, they need more effective ways to build smart spaces that address these emerging business challenges,” said Andreas Nordgren, head of camera intelligence at Cisco Meraki, in a statement. “Our strategic partnership with Cogniac not only supports the new custom computer vision capabilities on the MV smart cameras, but also provides customers with the tools, data and insights they need to optimize their business operation. Ultimately, it will allow them to make data-driven decisions that will accelerate employee productivity, enhance customer experiences, and optimize their operations.”

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