Schlagwort-Archive: Coding

AI Robot Kit 2023 All-around Upgrades: Elephant Robotics aims at Robotics Education and Research

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In 2021, Elephant Robotics launched the AI Kit. It is a robotic kit that integrates multiple functions including vision, positioning grabbing, and automatic sorting modules. For people who are new in robotics, AI Kit is a preferable tool to learn the knowledge about machine vision and AI knowledge.

With the continuous advancement of technology, Elephant Robotics has upgraded the AI Kit comprehensively, improving the quality of the hardware while optimizing the built-in algorithms and software to make the product more developable and scalable.

Machine vision is a technology that uses machines to replace the human eyes for target object recognition, judgment and measurement. Machine vision simulates human vision function by computer, and the main technology involves target image acquisition technology, image information processing technology, and target object measurement and recognition technology.

A typical machine vision system mainly consists of a vision perception unit, an image information processing and recognition unit, a processing result display unit and a vision system control unit.

Here we introduce what Elephant Robotics achieve in this upgraded AI Kit 2023.

Textbook and tutorials for robotics

To provide comphrehensive support to experimental and practical teaching, Elephant Robotics launches a textbook about machine vision programming and control. The book provides the knowledge about robotic arms, vision sensors, programming languages, etc. It is a perfect solution for K-12 edication, educational institudes, and colleges. With the help of the tutorials and textbooks, students will enjoy robotics through experiential learning with easier operation when using AI Kit 2023. And Elephant Robotics will launch the tutorials about programming the AI Kit 2023 on YouTube and Hackster continuously.

5 built-in mainstream algorithms

AI Kit 2023 uses eye-to-hand mode, it can achieve color localization by OpenCV, and frames out the colored objects, and calculates the spatial coordinate position of the objects relative to the robotic arm by the relevant point position. With the algorithms, the robotic arm on AI Kit 2023 will automatically recognize the color objects and classify to the corresponding bins.

Aruco codes are widely used to increase the amount of information mapped from the two-dimensional world to three-dimensional time. Elephant Robotics has added recognition algorithms to AI Kit 2023 to support the recognition of 4 different codes. It helps users to learn the related recognition algorithms and positioning applications.

Feature point refers to the ability to represent an image or target in an identical or very similar invariant form in other similar images containing the same scene or target. The feature points are determined by examining the differences between the pixel points and the 16 pixel points in the surrounding field, and the detection efficiency is greatly improved by the segmentation test algorithm.

This algorithm of AI Kit 2023 helps users understand the feature points of images, learn image segmentation, and save image features.

You Only Look Once (YOLO) is a very popular model architecture and object detection algorithm. Elephant Robotics builds this algorithm with the latest version in the AI Kit 2023, the YOLOv5. YOLOv5 makes further improvements on the basis of YOLOv4 algorithm, and the detectability including speed and accuracy are further enhanced. With YOLOv5, users can have a deeper understanding of artificial intelligence, such as the concept and function of neural networks and deep learning.

Shape recognition of objects is an important direction of pattern recognition. There are various representations of object shapes in computers. Based on different shapes, various shape recognition methods have been proposed, such as methods based on Fourier descriptors, principal component analysis, and invariance distance. In shape recognition, it is very important to identify the pattern features on which the recognition is based.

Hardware upgrades

In terms of hardware, AI Kit 2023 adds different sizes of parts boxes to assist the robotic arm to better classify objects. Secondly, AI Kit 2023 used the camera with higher accuracy and lightness adjustment to make the robotic arm more efficient in recognition. Elephant Robotics has also upgraded the suction pump installed at the end of the robotic arm, so that it has higher adaptability and stability when working with different robotic arms.

Software updates

Elephant Robotics develops a built-in visualization software and provides customization methods in the AI Kit 2023. In this software, users can directly select the different algorithms to perform different functions and change the coordinates. The visual interface helps users quickly identify, access and manipulate data, and enables interaction and manipulation in a variety of ways. AI Kit 2023 is more user-friendly now, evern beginner who are new in programming or has no knowledge of code can also use it with several clicks.

Also, Elephant Robotics enhances the adaptations of AI Kit 2023 to enable it to be paired with six robotic arms, including the M5Stack and RaspberryPi versions of myCobot 280, myPalletizer 260, and mechArm 270.

Many educational institutions and colleges have already adopted AI Kit 2023 as an educational tool for professional or laboratory use, enabling students to learn to better understand artificial intelligence, robotic programming, and automation. Elephant Robotics is focusing on developing more and better robotics solutions and kits to provide more comprehensive conditions for the technology and education industry and deepen the application of robotics in education and research.

Use Coupon Code „robotsblog“ to get a discount of 8% at https://shop.elephantrobotics.com/

iRobot Introduces the Root Coding Robot Through Acquisition of Root Robotics

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Root robot is uniquely designed to help kids learn coding at home and in school

BEDFORD, Mass., June 20, 2019 /PRNewswire/ — iRobot Corp. (NASDAQ: IRBT), the leader in consumer robots, has announced the addition of the Root coding robot to its product lineup through the acquisition of Root Robotics. With technology initially developed by a founding group within the Wyss Institute at Harvard University, Root is a fun and easy-to-use educational robot that uniquely teaches coding and 21st century problem-solving skills to children as young as four years old. This acquisition supports iRobot’s plans to diversify its educational robot product offerings, further demonstrating its commitment to make robotic technology more accessible to educators, students and parents.

Kids as young as age 4 can learn to problem solve by coding Root to draw, scan colors, play music and make games.

The Root coding robot is a two-wheeled, mobile platform. The robot operates on flat surfaces at home, like tables, floors, and countertops, and vertical surfaces in a classroom, like a magnetic whiteboard. When paired with the companion mobile application, users can instruct Root to draw artwork, scan colors, play music, respond to touch and sound, climb whiteboard walls, and explore the fundamentals of robotics. Root uses three levels of coding language, from simple graphical blocks for young children to full text coding for more advanced users.

„The acquisition of Root Robotics allows iRobot to broaden the impact of its STEM efforts with a commercially available, educational robotic platform already being used by educators, students and parents,“ said Colin Angle, chairman and CEO of iRobot. „Root also helps increase the reach of iRobot’s educational robot line by offering a proven system for people of all ages, including students in elementary school.“

„The Root coding robot is an incredibly powerful tool for learning to code because it intuitively scales to users‘ abilities,“ said Zee Dubrovsky, co-founder of Root Robotics who will now become general manager of Educational Robots at iRobot. „A four-year-old can begin coding Root using simple pictures and symbols that translate to robot actions. Once a child has mastered graphical coding, they can seamlessly toggle to the next two levels, which introduce hybrid coding, followed by full text coding. This scalable approach is what has been missing from other educational coding robots.“

The acquisition of Root Robotics is not expected to contribute materially to iRobot’s 2019 financial performance. Financial terms of the transaction were not disclosed.

The Root coding robot is currently available for purchase at https://root.irobot.com for $199 USD. Photos, videos and information can be found at: http://media.irobot.com/. 

About iRobot Corp.  
iRobot®, the leading global consumer robot company, designs and builds robots that empower people to do more both inside and outside of the home. iRobot® created the home robot cleaning category with the introduction of its Roomba® Robot Vacuum in 2002. Today, iRobot® is a global enterprise that has sold more than 25 million robots worldwide. iRobot’s product line, including Roomba® vacuuming robots and the Braava® family of mopping robots, feature proprietary technologies and advanced concepts in cleaning, mapping and navigation. iRobot® engineers are building an ecosystem of robots and technologies to enable the smart home. For more information about iRobot®, please visit www.irobot.com.

For iRobot Investors  
Certain statements made in this press release that are not based on historical information are forward-looking statements which are made pursuant to the safe harbor provisions of the Private Securities Litigation Reform Act of 1995. This press release contains express or implied forward-looking statements relating to iRobot Corporation’s expectations concerning management’s plans, objectives and strategies and the expectations for the financial contributions from the acquisition. These statements are neither promises nor guarantees, but are subject to a variety of risks and uncertainties, many of which are beyond our control, which could cause actual results to differ materially from those contemplated in these forward-looking statements. Existing and prospective investors are cautioned not to place undue reliance on these forward-looking statements, which speak only as of the date hereof. iRobot undertakes no obligation to update or revise the information contained in this press release, whether as a result of new information, future events or circumstances or otherwise. For additional disclosure regarding these and other risks faced by iRobot, see the disclosure contained in our public filings with the Securities and Exchange Commission including, without limitation, our most recent Annual Report on Form 10-K.