Search
Menu
Zurich Instruments AG - Boost Your Optics 1-24 LB

3D Mechanical Database Brings Together Components, Machine Learning

Facebook X LinkedIn Email
A team of mechanical engineers from Purdue University has undertaken the task of establishing a nearly 60,000-component, open-source, annotated database of 3D mechanical parts. The database aims to bring together applications in machine learning with the individual parts that enable those applications and more. Though computer vision researchers often use machine learning principles to train computers to visually recognize distinct objects, few, Purdue reported in a press release, apply machine learning to mechanical parts — from gearboxes to clutches, and nuts to bolts. ...Read full article

Related content from Photonics Media



    Articles


    Products


    Photonics Handbook Articles


    White Papers


    Webinars


    Photonics Dictionary Terms


    Media


    Photonics Buyers' Guide Categories


    Companies
    Published: November 2020
    Glossary
    machine learning
    Machine learning (ML) is a subset of artificial intelligence (AI) that focuses on the development of algorithms and statistical models that enable computers to improve their performance on a specific task through experience or training. Instead of being explicitly programmed to perform a task, a machine learning system learns from data and examples. The primary goal of machine learning is to develop models that can generalize patterns from data and make predictions or decisions without being...
    computer vision
    Computer vision enables computers to interpret and make decisions based on visual data, such as images and videos. It involves the development of algorithms, techniques, and systems that enable machines to gain an understanding of the visual world, similar to how humans perceive and interpret visual information. Key aspects and tasks within computer vision include: Image recognition: Identifying and categorizing objects, scenes, or patterns within images. This involves training algorithms...
    machine vision
    Machine vision, also known as computer vision or computer sight, refers to the technology that enables machines, typically computers, to interpret and understand visual information from the world, much like the human visual system. It involves the development and application of algorithms and systems that allow machines to acquire, process, analyze, and make decisions based on visual data. Key aspects of machine vision include: Image acquisition: Machine vision systems use various...
    machine learningMachine Learning Detection Toolcomputer visionAIResearch & TechnologyeducationAmericasPurdue Univeristydatabasedatabase managementdatabase storageSoftwaremachine visionmachine vision and analysis softwareThe News Wire

    We use cookies to improve user experience and analyze our website traffic as stated in our Privacy Policy. By using this website, you agree to the use of cookies unless you have disabled them.