Found in Robotics News & Content, with a score of 12.05
March 01, 2019
…principal product manager, Computer Vision and Automated Driving, at MathWorks. “Really you can use this any place where there is enough data that you can learn a particular task,” Nehemiah says. “We’re seeing users apply deep learning and have been astounded by the variety of applications in design engineering workflows.” Engineers are also incorporating deep learning into products they design, using speech recognition, language processing and imaging processing. Banerjee says that ANSYS customers are using deep learning to help improve Internet of Things (IoT) applications by improving the accuracy of predictive maintenance and analytics in their products. “You can use…
Found in Robotics News & Content, with a score of 11.34
June 22, 2020
Guest commentary by Philipp Wallner, Industry Manager, MathWorks Predictive maintenance has become a growing requirement for industrial equipment operators responsible for preventing catastrophic system failures. Their ability to anticipate, and respond to, potential equipment malfunctions can enable them to preemptively schedule repairs and minimize overall disruptions to factory operation—ultimately benefiting the company’s bottom line. Yet skepticism still exists at times over whether predictive maintenance delivers measurable benefits. This doubt stems largely from companies that have difficulty determining what kind of ROI they will see from investing in the application and are unsure whether they have the proper amount of equipment…
Found in Robotics News & Content, with a score of 11.26
April 14, 2021
…placed at paid internships with partner companies and will have biweekly meetings to share experiences. MassRobotics said that SolidWorks, MathWorks, Lightspeed Manufacturing, and GreenSight are contributing their expertise to the curriculum. At the end of the Jumpstart program, each student who completes it will get a $1,000 stipend. “We've had great sponsors and programs this first year, and we'd love to offer these programs in larger numbers,” said Ryden.
Found in Robotics News & Content, with a score of 10.53
September 09, 2021
…[email protected]. Pulkit Kapur is a business development manager for robotics and autonomous systems at AWS. He previously worked at MathWorks as industry lead for robotics, responsible for global business development and product roadmap. Prior to that, Kapur worked at iRobot as a product manager, launching consumer robots globally. He has a master’s in mechanical engineering with a specialization in robotics from the GRASP Lab at University of Pennsylvania in Philadelphia. Kapur has over 10 years of industry experience in the field of robotics and autonomous systems.
Found in Robotics News & Content, with a score of 7.98
May 01, 2019
…edge,” warns Seth DeLand, product marketing manager, data analytics, MathWorks. Machine Learning’s Dilemma Collecting data from edge devices gives you a wealth of data—hourly temperatures and vibrations from a factory equipment or the daily wind loads a wind turbine is subjected to, for example—but not necessarily an easy path toward failure analysis or product design improvement. The first hurdle is most likely the data quality. “The data from the devices isn’t going to be as clean as the data engineers are used to getting from a physical test or a lab,” says DeLand. “It might include, for example, a chunk…
Found in Robotics News & Content, with a score of 5.43
November 16, 2020
…says David Willingham, senior product manager, deep learning at MathWorks. “Automation can mean automating part or all of the AI workflow, such as automating labeling data, training of AI models, and automatically generating the production code that will run on the final AI system.” Some companies offer tools that they contend are suited to automate parts of the workflow. Other companies working in this area, however, find developers’ options limiting. “The current generation of AI design tools does not provide guided and automated workflows to easily train AI models,” says Altair’s Kocer. “Although there are countless algorithm libraries, there are…
