<p>Does your business need an AI computer vision co-pilot?</p> <p>You might need it, especially if you’re working on a high-stake AI project that requires precision or accuracy.</p> <p>In this episode, Akridata’s AI engineer Alexander Berkovich tells us more about it as he covers the different use cases that have used Akridata’s computer vision co-pilot. To name a few are corrosion detection, autonomous vehicles, railroad inspection, and industrial maintenance.</p> <p>You can learn more about good data management and deployment practices to ensure a less biased operating AI model for your computer vision project.</p> <p><strong>Who is Alexander Berkovich?</strong></p> <p>Alexander is a principal AI/ML engineer at Akridata, whose tools and services save time and lower costs developing vision-based applications and systems. Previous positions include an R&amp;D manager, team lead, and algorithm developer in a variety of domains, ranging from smart cities, to medical quality inspections, manufacturing and more, all in the computer vision space. His aim is to automate decision making based on a combination of visual sensors, software, hardware and the maths behind it all, to improve the quality of services, products and daily life.</p> <p>In addition to focusing on the technical aspects of development, Alex advocates for the importance of grasping the business case and employing high-quality data, especially in this AI driven era. </p> <p>Where to find Alexander:</p> <ul> <li><p><a href="http://akridata.ai">Akridata.ai</a></p> </li> <li><p><a href="https://www.linkedin.com/search/results/all/?fetchDeterministicClustersOnly=true&heroEntityKey=urn%3Ali%3Afsd_profile%3AACoAAAHwT88BJZQQGcxk4870njFppsuG-Cs2-4s&keywords=alexander%20berkovich&origin=RICH_QUERY_TYPEAHEAD_HISTORY&position=0&searchId=06201d51-6188-4ad8-ab94-c045d2790e51&sid=UvC&spellCorrectionEnabled=true">LinkedIn</a></p> </li> </ul> <p>Time Stamps</p> <p>(00:00:00) Trailer</p> <p>(00:01:42) About Alexander and Akridata</p> <p>(00:03:42) About computer vision copilots</p> <p>(00:07:15) Use cases</p> <p>(00:21:50) Importance of data quality when training models</p> <p>(00:16:01) Model training and deployment, accuracy, precision and recall</p> <p>(00:20:58) Dealing with clients’ needs</p> <p>(00:24:44) Addressing biases in AI computer vision models</p> <p>(00:47:44) Closing remarks </p> <p><br></p> <p>--- <strong>More on G.M.S.C. Consulting</strong></p> <p><strong>Follow us on our socials:</strong></p> <ul> <li><a href="https://www.linkedin.com/company/gmsc-consulting/">⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠LinkedIn⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠</a></li> <li><a href="https://www.youtube.com/channel/UCc8yZIoR-Xxlvtag8wn0eig">⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠YouTube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠</a></li> </ul> <p><a href="https://www.gmscconsulting.com/">⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Book an appointment⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠</a> with us.</p> <p><a href="https://dashboard.mailerlite.com/forms/332716/88608821252981943/share">⁠⁠⁠⁠⁠⁠⁠Sign up to our newsletter⁠⁠⁠⁠⁠⁠⁠</a>.</p> <p>---</p> <p>Music credits: storyblocks.com</p> <p>Logo credits: <a href="">⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Joshua Coleman, Unsplash⁠⁠⁠</a></p>

The AI and Digital Transformation Podcast

G.M.S.C. Consulting

Increase your computer vision project’s reliability using an AI copilot | Alexander Berkovich

MAY 30, 202448 MIN
The AI and Digital Transformation Podcast

Increase your computer vision project’s reliability using an AI copilot | Alexander Berkovich

MAY 30, 202448 MIN

Description

<p>Does your business need an AI computer vision co-pilot?</p> <p>You might need it, especially if you’re working on a high-stake AI project that requires precision or accuracy.</p> <p>In this episode, Akridata’s AI engineer Alexander Berkovich tells us more about it as he covers the different use cases that have used Akridata’s computer vision co-pilot. To name a few are corrosion detection, autonomous vehicles, railroad inspection, and industrial maintenance.</p> <p>You can learn more about good data management and deployment practices to ensure a less biased operating AI model for your computer vision project.</p> <p><strong>Who is Alexander Berkovich?</strong></p> <p>Alexander is a principal AI/ML engineer at Akridata, whose tools and services save time and lower costs developing vision-based applications and systems. Previous positions include an R&amp;D manager, team lead, and algorithm developer in a variety of domains, ranging from smart cities, to medical quality inspections, manufacturing and more, all in the computer vision space. His aim is to automate decision making based on a combination of visual sensors, software, hardware and the maths behind it all, to improve the quality of services, products and daily life.</p> <p>In addition to focusing on the technical aspects of development, Alex advocates for the importance of grasping the business case and employing high-quality data, especially in this AI driven era. </p> <p>Where to find Alexander:</p> <ul> <li><p><a href="http://akridata.ai">Akridata.ai</a></p> </li> <li><p><a href="https://www.linkedin.com/search/results/all/?fetchDeterministicClustersOnly=true&heroEntityKey=urn%3Ali%3Afsd_profile%3AACoAAAHwT88BJZQQGcxk4870njFppsuG-Cs2-4s&keywords=alexander%20berkovich&origin=RICH_QUERY_TYPEAHEAD_HISTORY&position=0&searchId=06201d51-6188-4ad8-ab94-c045d2790e51&sid=UvC&spellCorrectionEnabled=true">LinkedIn</a></p> </li> </ul> <p>Time Stamps</p> <p>(00:00:00) Trailer</p> <p>(00:01:42) About Alexander and Akridata</p> <p>(00:03:42) About computer vision copilots</p> <p>(00:07:15) Use cases</p> <p>(00:21:50) Importance of data quality when training models</p> <p>(00:16:01) Model training and deployment, accuracy, precision and recall</p> <p>(00:20:58) Dealing with clients’ needs</p> <p>(00:24:44) Addressing biases in AI computer vision models</p> <p>(00:47:44) Closing remarks </p> <p><br></p> <p>--- <strong>More on G.M.S.C. Consulting</strong></p> <p><strong>Follow us on our socials:</strong></p> <ul> <li><a href="https://www.linkedin.com/company/gmsc-consulting/">⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠LinkedIn⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠</a></li> <li><a href="https://www.youtube.com/channel/UCc8yZIoR-Xxlvtag8wn0eig">⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠YouTube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠</a></li> </ul> <p><a href="https://www.gmscconsulting.com/">⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Book an appointment⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠</a> with us.</p> <p><a href="https://dashboard.mailerlite.com/forms/332716/88608821252981943/share">⁠⁠⁠⁠⁠⁠⁠Sign up to our newsletter⁠⁠⁠⁠⁠⁠⁠</a>.</p> <p>---</p> <p>Music credits: storyblocks.com</p> <p>Logo credits: <a href="">⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Joshua Coleman, Unsplash⁠⁠⁠</a></p>