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  6. [Video Introduction] DOBOT Case Study: Automatic Sorting of Parts with AI and Image Recognition

[Video Introduction] DOBOT Case Study: Automatic Sorting of Parts with AI and Image Recognition

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DOBOT Magician

last updated:Jan 09, 2025

アフレル 東京ロボティクス本部
アフレル 東京ロボティクス本部
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We will introduce a video case of "Automatic sorting of screws of different lengths, nuts, and spacers using AI and image recognition by DOBOT Magician!"

We will introduce a case study of the tabletop-sized small robot arm DOBOT Magician in a video. *Please watch the video from the "Related Videos" section in the middle of this page. ■Video Content *Theme: Automatic sorting of parts using AI and image recognition* The robot recognizes the shape of the parts and rotates the gripper for picking. Programming Language: Python Tools Used: OpenCV for image recognition, AI library TensorFlow, deep learning library "Keras," etc. ■About DOBOT Magician DOBOT Magician is a robot arm equipped with a 4-axis arm, priced around 150,000 yen. Its design does not require prior safety training, making it suitable for various locations and applications. Afrel supports the use of the robot arm with original guides using dedicated software (DobotStudio) and programming languages (C, Java, Python). *DOBOT Magician Product Introduction Page* https://afrel.co.jp/product/dobot-magician/

    Articulated Robot
AIネジ仕分け.png

[Video Introduction] DOBOT Case Study: Automatic Sorting of Parts with AI and Image Recognition

AIネジ仕分け.png
AIネジ仕分け.png
  • Related Link - https://afrel.co.jp/product/dobot-magician/

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basic information

■DOBOT Magician * Main unit: Weight 3.4kg * 4-axis arm * Position repeatability: 0.2mm * Dedicated software (DobotStudio): Free to use * Tool head (included as standard) - Suction cup kit - Pneumatic gripper (can lift objects up to approximately 500g) - Lighting & drawing kit (includes a dedicated pen) - 3D printing kit * Functions - Gripping - Teach & playback (records multiple XYZ coordinates to form a sequence. Can reproduce actions.) * Features - Graphical programming (programming by simply arranging blocks) - Expandable I/O (can expand functionality by connecting external devices such as sensors using 13 expansion ports) - Connect a webcam for image recognition/processing and robot arm control * Optional products - Conveyor belt Includes photoelectric switches, color sensors, and wooden blocks, allowing for learning and experimentation that simulates a production line - Slider rail kit Uses slider rails over 1m long, enabling work while moving horizontally

Price information

DOBOT Magician Educational Version: 226,000 yen excluding tax DOBOT Magician Standard Version: 180,000 yen excluding tax We have sets available for each programming language, so please contact us for more information.

Price range

P3

Delivery Time

Please contact us for details

※The delivery date may vary depending on the quantity, so please contact us.

Applications/Examples of results

- Examination and demonstration aimed at streamlining and automating production lines in the manufacturing industry Movement of parts (workpieces) Sorting of parts using image recognition and processing - Control learning of robotic arms - Utilization in production management and product development departments * A representative introduction pattern is presented in the explanatory article. https://learninglab.afrel.co.jp/1145/

Line up(4)

Model number overview
AFD-ED21: DOBOT Magician Educational Version This set includes peripheral parts such as a Bluetooth module, Wi-Fi module, and joystick control kit in addition to the Standard Version.
AFD-ST38: DOBOT Magician Standard Version This set includes the robot arm itself, a suction cup kit, a gripper, a writing and drawing kit, and a 3D printing kit.
AFD-CV8: Conveyor Belt This set includes the main unit along with a photoelectric switch, color sensor, and wooden blocks.
AFD-SLRK: Slider Rail Kit This set includes a slider rail main unit with a length of over 1 meter, a wire set, and a toolkit.

catalog(9)

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[Product Catalog] Desktop-sized Small Robot Arm DOBOT Magician

[Product Catalog] Desktop-sized Small Robot Arm DOBOT Magician

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Image recognition with the small robotic arm DOBOT Magician - AI work selection automation set

Image recognition with the small robotic arm DOBOT Magician - AI work selection automation set

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[Price List] Robot Arm DOBOT Magician

[Price List] Robot Arm DOBOT Magician

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[Specification Sheet] Robot Arm DOBOT Magician

[Specification Sheet] Robot Arm DOBOT Magician

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[Text/Textbook Sample Presentation] Small Robot Arm DOBOT Magician AI × Image Recognition × Robot Arm Control

[Text/Textbook Sample Presentation] Small Robot Arm DOBOT Magician AI × Image Recognition × Robot Arm Control

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[Text/Textbook Sample Presentation] Small Robot Arm DOBOT Magician Python Programming Guide

[Text/Textbook Sample Presentation] Small Robot Arm DOBOT Magician Python Programming Guide

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[Presentation of Materials] Understanding the 9 Features of the Small Robot Arm DOBOT Magician! Live Broadcast of the Product Introduction Seminar

[Presentation of Materials] Understanding the 9 Features of the Small Robot Arm DOBOT Magician! Live Broadcast of the Product Introduction Seminar

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[Presentation of Materials] Small Robot Arm DOBOT Magician: 10 Questions You Must Ask

[Presentation of Materials] Small Robot Arm DOBOT Magician: 10 Questions You Must Ask

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[Presentation of Materials] Understand with Video! Features and Use Cases of the Small Robot Arm DOBOT Magician

[Presentation of Materials] Understand with Video! Features and Use Cases of the Small Robot Arm DOBOT Magician

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News about this product(65)

Teaching Material Sample: "Automatic Judgment Control Using Microscopes and Deep Learning"

◆Free! Sample materials now available◆ Recommended for universities, technical colleges, vocational schools, and training institutions! Educational materials to learn the basics of robot arm control, image processing, and AI/IoT: "Automatic Judgment Control Using Microscopy and Deep Learning."

  • Catalog news

We are currently offering a sample of the educational material "Automatic Judgment Control Using Microscopy and Deep Learning" for educational institutions! This material allows practical learning from judgment of work using machine learning with Raspberry Pi 4B, a microscope, and DOBOT Magician, to the construction of a good/bad product judgment and sorting system in collaboration with a robotic arm. If you are interested, please download the PDF from the related catalog below or feel free to contact us. 【Features】 - Learn the processes of machine learning and judgment methods, how to set thresholds, and the differences between classifiers. - Using a microscope allows for the discrimination of subtle differences such as scratches and gloss. - Utilize a conveyor belt to create an environment for learning about smart factories. 【Learning Content】 - Creation of a dataset Capture images of good/bad products. - Learning and inference Use the dataset for training, create a weight data file, and perform inference. Send the results of good/bad to DOBOT based on the inference results. - Control of DOBOT Magician Sorting is performed based on good/bad results.

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◆Introducing features clearly in a video◆ Small robot arm DOBOT Magician Maximum speed edition

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We will introduce its features in a video along with the actual programming screen and the movements of the DOBOT Magician. For detailed content, please refer to the URL below or related links. https://www.ipros.jp/product/detail/2000618730 ■ What is DOBOT Magician Despite being priced around 150,000 yen, it is a small robotic arm equipped with a 4-axis arm and comes with standard tool heads such as a gripper, suction cup kit, lighting & drawing, and 3D printer. The dedicated software allows programming by arranging blocks, enabling beginners to smoothly learn and operate the robotic arm. The main unit does not require prior safety education, making it easy to install and use in various locations and scenes. Afrel provides original guides (control learning texts) using dedicated software (DobotStudio) and programming languages to support the utilization of the robotic arm. 【DOBOT Magician explanatory article】 https://learninglab.afrel.co.jp/1074/

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◆Easy-to-understand function introduction in a video◆ Compact Robot Arm DOBOT Magician Portable Weight Test (Suction Cup) Edition

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We have released a video that verifies "How much weight can the small robot arm DOBOT Magician carry?" For more details, please visit the URL below or the related links. https://www.ipros.jp/product/detail/2000619331 ■ What is DOBOT Magician? Despite being priced around 150,000 yen, it is a small robot arm equipped with a 4-axis arm and comes with standard tool heads such as a gripper, suction cup kit, lighting & drawing tools, and a 3D printer. The dedicated software allows programming by arranging blocks, enabling beginners to smoothly learn and operate the robot arm. The device does not require prior safety training, making it easy to install and use in various locations and scenes. Afrel provides original guides (control learning texts) using dedicated software (DobotStudio) and programming languages to support the utilization of the robot arm. 【DOBOT Magician explanatory article】 https://learninglab.afrel.co.jp/1074/

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10 Questions You Will Definitely Be Asked About the Small Robot Arm DOBOT Magician

◆◆Free materials available◆◆ Recommended for those who want to achieve automation at an affordable price! ◆◆ 10 questions you must ask about the small robotic arm DOBOT Magician ◆◆

  • Catalog news

As the global labor force is predicted to decline, the introduction of robots is expanding domestically, regardless of company size, with particular attention being paid to collaborative robots that can work alongside humans. We have compiled the 10 questions that are always asked during consultation sessions for the compact robot arm, DOBOT Magician, which can be installed on a tabletop. If you are interested, please download the PDF from the related catalog below or feel free to contact us. ■Contents - 10 Questions That Are Always Asked Can beginners use it? Is DobotStudio free? Can it be controlled with programming languages? How long does it take to output with a 3D printer? Can a camera be connected for image recognition and image processing? Answers to 5 other questions - Functions and Features - External Expansion (PLC, Analog Sensors, Digital Sensors) - Expansion Products *DOBOT Magician Explanation Article https://learninglab.afrel.co.jp/1074/ *Free Seminar https://learninglab.afrel.co.jp/seminar/13/

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アフレル

アフレル 東京ロボティクス本部

IT/Telecommunications

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We will create an attractive production environment and solve the labor shortage through support for an unprecedented robot package system and in-house production.

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