Connect with us

Hi, what are you looking for?

Real Investment StarReal Investment Star


Innovative Technology: Robots’ Object Recognition Skills

Innovative Technology: Robots’ Enhanced Object Recognition Skills

In the bustling Intelligent Robotics and Vision Lab at The University of Texas at Dallas, a robot is busy pushing a toy package of butter around a table. Developed by UT Dallas computer scientists, the robot, with each push, learns to recognize the object through a revolutionary system.

A Quantum Leap in Learning

Previous approaches relied on a single push or grasp to teach a robot about an object. However, this new system allows the robot to push objects multiple times. This repeated interaction results in the collection of a sequence of images. Thus, it enables the system to meticulously segment all the objects until the robot can recognize them. This breakthrough has the potential to enhance a robot’s object recognition abilities significantly.

Robots That Can Cook? A Step Closer

The dream of robots cooking dinner and handling household chores may still be a distant future. However, the research group at UT Dallas has taken a noteworthy step forward. They have developed a robotic system empowered by artificial intelligence (AI) that can aid robots in better identifying and remembering objects. Dr. Yu Xiang, the senior author of the research paper, emphasizes the importance of this technology for tasks like fetching a mug or bringing a bottle of water to a person.

Generalizing Object Recognition

The researchers’ creative technology is designed to assist robots in detecting a wide range of objects commonly found in various environments, including homes. It’s particularly adept at generalizing, enabling robots to identify similar versions of common items, even if they come in different brands, sizes and shapes.

Innovative Technology: Learning Through Interaction

Inside Dr. Xiang’s lab, a mobile manipulator robot named Ramp undergoes training. Ramp, a robot from Fetch Robotics, has a height of approximately 4 feet and features a lengthy mechanical arm equipped with seven joints. At the end of the arm, there’s a square “hand” with two fingers for grasping objects. The robot learns to recognize objects like children learn to interact with their toys – through interaction and repetition.

The Power of Repetition

What sets this method apart is the robot’s persistent effort. Instead of a single push, the robot pushes each item 15 to 20 times. This repetitive approach allows the robot to capture more images with its RGB-D camera, with a depth sensor. This comprehensive data collection minimizes the chances of errors, leading to more accurate object recognition.

Crucial for Robotic Tasks

Recognizing, differentiating, and remembering objects, known as segmentation, is a fundamental function essential for robots to perform various tasks. The field of robotics has witnessed a substantial leap forward with the introduction of this innovative system, which utilizes extended periods of interaction to improve object segmentation.

A Learning Experience

Ninad Khargonkar, a computer science doctoral student involved in the project, emphasized the importance of real-world testing. Working on this project allowed him to enhance the algorithm guiding the robot’s decisions. Therefore, bridging the gap between theoretical algorithms and practical applications.

Innovative Technology: Future Goals

The research team’s next objective is to improve other critical functions, including planning and control. These enhancements could enable robots to efficiently tackle complex tasks such as sorting recycled materials.

This groundbreaking research, which represents a collaborative effort by a team of dedicated researchers, is partly supported by the Defense Advanced Research Projects Agency (DARPA). The Perceptually-enabled Task Guidance program at DARPA aims to advance AI technologies that assist users in performing intricate physical tasks, expanding their skill sets and reducing errors through augmented reality guidance.

The post Innovative Technology: Robots’ Object Recognition Skills appeared first on FinanceBrokerage.

Enter Your Information Below To Receive Latest News, And Articles.

    Your information is secure and your privacy is protected. By opting in you agree to receive emails from us. Remember that you can opt-out any time, we hate spam too!

    You May Also Like

    Editor's Pick

    ERP or Enterprise Resource Planning solutions help businesses of all sizes manage their daily business operations. First used in the 1990s, ERP systems have...


    Democratic Gov. Janet Mills on Wednesday vetoed a bill aimed at prohibiting foreign influence in Maine elections, but voters will get the final say...

    Latest News

    There were several reasons offered in support of the congestion pricing plan that was supposed to go into effect in New York at the...

    Latest News

    House Speaker Mike Johnson (R-La.) on Wednesday appointed Reps. Scott Perry (R-Pa.) and Ronny Jackson (R-Tex.), two Trump loyalists who denied the results of...

    Disclaimer:, its managers, its employees, and assigns (collectively “The Company”) do not make any guarantee or warranty about what is advertised above. Information provided by this website is for research purposes only and should not be considered as personalized financial advice. The Company is not affiliated with, nor does it receive compensation from, any specific security. The Company is not registered or licensed by any governing body in any jurisdiction to give investing advice or provide investment recommendation. Any investments recommended here should be taken into consideration only after consulting with your investment advisor and after reviewing the prospectus or financial statements of the company.

    Copyright © 2024