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  6. [Video Introduction] DOBOT Case Study: Image Processing Sorting Using Deep Learning

[Video Introduction] DOBOT Case Study: Image Processing Sorting Using Deep Learning

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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
  • Official site

We will introduce a video case study of "Automatic Sorting of Commercial Chocolate Snacks Using Deep Learning" by DOBOTMagician!

We will introduce a case study of the tabletop-sized small robot arm DOBOT Magician through a video. *Please watch the video from the "Related Videos" section in the middle of this page. ■Video Content *Theme: Automatic sorting of commercially available chocolate snacks using deep learning - Collecting image data and creating training data - Building a deep learning model (CNN) using Keras ■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 provides original guides using dedicated software (DobotStudio) and programming languages (C, C#, Java, Python) to support the utilization of the robot arm. *DOBOT Magician product introduction page https://afrel.co.jp/product/dobot

    Articulated Robot
深層学習を用いて画像処理仕分け.png

[Video Introduction] DOBOT Case Study: Image Processing Sorting Using Deep Learning

深層学習を用いて画像処理仕分け.png
深層学習を用いて画像処理仕分け.png
  • Related Link - https://afrel.co.jp/product/dobot

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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 movements.) * 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

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 The Standard Version comes with peripheral parts such as a Bluetooth module, Wi-Fi module, and joystick control kit.
AFD-ST38: DOBOT Magician Standard Version The robot arm itself comes with a suction cup kit, gripper, writing and drawing kit, and a 3D printing kit.
AFD-CV8: Conveyor Belt A set that includes the main unit, photoelectric switch, color sensor, and wooden blocks.
AFD-SLRK: Slider Rail Kit A set that includes a slider rail main unit with a length of over 1m, wire set, and tool kit.

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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[Specification Sheet] Robot Arm DOBOT Magician

[Specification Sheet] Robot Arm DOBOT Magician

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[Price List] Robot Arm DOBOT Magician

[Price List] 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(5)

◆◆We have published a case study!◆◆ Utilizing a small robotic arm for the demonstration of a compact 6-axis force sensor, we maximally showcase the appeal of our products to customers.◆◆

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To convey the appeal of the new product (force sensor), a small robotic arm is being utilized for product demonstrations at exhibitions. For more details on the use case, please visit the URL below or the related links. 【Case Study】 https://learninglab.afrel.co.jp/2361 ■What is DOBOT Magician Despite being priced around 150,000 yen, it is a compact robotic arm equipped with a 4-axis arm and comes with standard tool heads such as grippers, suction cup kits, writing & drawing tools, and a 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 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 (C, C#, Java, Python) to support the utilization of the robotic arm. 【DOBOT Magician Explanation Article】 https://learninglab.afrel.co.jp/1074/

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◆◆We have published a case study!◆◆ Utilizing it for in-house study sessions, building a foundation for innovation within the company with AI (deep learning) × the small robotic arm DOBOT Magician◆◆

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In an internal study group learning about AI and deep learning, the DOBOT Magician is being utilized. For more details on its use cases, please refer to the URL below or the related links. 【Case Study】 https://learninglab.afrel.co.jp/2195 ■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, writing & drawing tools, and a 3D printer. The dedicated software allows programming by arranging blocks, enabling beginners to smoothly learn and operate the robotic arm. The device does not require prior safety training, making it easy to install and use in various locations and scenarios. Afrel provides original guides (control learning texts) using dedicated software (DobotStudio) and programming languages (C, C#, Java, Python) to support the utilization of the robotic arm. 【DOBOT Magician Explanation Article】 https://learninglab.afrel.co.jp/1074/

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◆Case Study Now Available!◆ Small Robot Arm DOBOT Magician - Automatic Sorting of Commercial Chocolate Snacks Using Deep Learning

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Using deep learning to identify types of commercially available chocolate snacks for picking. - From image data collection to creating training data - Building a deep learning model (CNN) using Keras For more details, please refer to the URL below or related links. 【Image Processing Sorting Using Deep Learning】 https://www.ipros.jp/product/detail/2000649871 ■What is DOBOT Magician? It is a small robotic arm priced around 150,000 yen, 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 training, making it easy to install and use in various locations and scenes. 【DOBOT Magician Explanation Article】 https://learninglab.afrel.co.jp/1074/

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◆◆Case study published!◆◆ [Daihatsu Motor Corporation/Data Science Group] The reason for utilizing AI × small robotic arms in the internship.◆◆

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In the data science internship, the DOBOT Magician, which is integrated with AI, is being utilized. For more details on the use cases, please refer to the URL below or the related links. 【Case Study】 https://learninglab.afrel.co.jp/2411/ ■What is DOBOT Magician Despite being in the price range of 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, writing & drawing tools, and a 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 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 (C, Python) to support the utilization of the robotic arm. 【DOBOT Magician Explanation Article】 https://learninglab.afrel.co.jp/1074/

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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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