Tag: Making

Machine learning for making machines: Applying visual search to mechanical parts

WEST LAFAYETTE, Ind. — Computer vision researchers use machine learning to train computers in visually recognizing objects – but very few apply machine learning to mechanical parts such as gearboxes, bearings, brakes, clutches, motors, nuts, bolts and washers.

A team of Purdue University mechanical engineers has created the first comprehensive open-source annotated database of more than 58,000 3D mechanical parts, designed to help researchers apply machine learning to those parts in actual machines.

“We are in the deep learning era, using computers to search for things visually,” said Karthik Ramani, Purdue’s Donald W. Feddersen Distinguished Professor of Mechanical Engineering. “But

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2020 Analysis of the Global Paper Napkin Making Machine Market with Forecasts to 2026, Featuring Profiles of Key Companies Delta Paper Machine, Finetech Tissue Machines and Alpha Napkin Machines

DUBLIN, Oct. 30, 2020 /PRNewswire/ — The “Paper Napkin Making Machine Market – By System Type, By Sales Channel Segment, and By Region – Global Industry Perspective, Comprehensive Analysis, and Forecast, 2020 – 2026” report has been added to ResearchAndMarkets.com’s offering.

Growing focus on protecting the environment has become the top-most priority of various industrial device manufacturers and paper napkin equipment producers being no exception to this. Furthermore, customers prefer items that contribute less towards environmental degradation and hence the demand for the product has gained traction in the recent years.

The global Paper Napkin Making Machine market is

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