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  3. アフレル 東京ロボティクス本部
  4. ◆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."
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  • Feb 26, 2023
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Feb 26, 2023

◆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."

アフレル アフレル 東京ロボティクス本部
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.
Teaching Material Sample: "Automatic Judgment Control Using Microscopes and Deep Learning"
Teaching Material Sample: "Automatic Judgment Control Using Microscopes and Deep Learning"
Small Robot Arm DOBOT Magician
Small Robot Arm DOBOT Magician
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Related Documents

顕微鏡とディープラーニングによる自動判定制御(DOBOT教材サンプル).pdf[1942076]

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Product Details "DOBOT Magician"
This is the introduction page for DOBOT Magician.
Examples of "DOBOT Magician" Usage
We introduce examples of robot arm usage.

Related product

DOBOTLabプログラミングガイド表紙.PNG

DobotLab Programming Guide

A teaching material that allows beginners to learn how to control the small robotic arm DOBOT Magician using the easily accessible Dobot Lab.

This is an original teaching material from Afrel. It is a user manual for programming using the compact robot arm "DOBOT Magician" (hereafter referred to as DOBOT), which can be installed on a desktop, along with the dedicated software "DobotLab." 【Features】 - Recommended for those who want to learn the basics of controlling a robot arm for the first time. - By using specially developed software, programming can be done simply by arranging blocks, making it easy for beginners to control the robot arm. 【Learning Content】 - Basic knowledge of DOBOT and fundamental control methods - Controlling the robot arm "DOBOT" with programs using DOBOTBlock Lab (icon-based programming language)

  • Articulated Robot

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Tabletop Robot Arm DOBOT Magician

High-precision, multifunctional compact type robot arm DOBOT Magician

The DOBOT Magician is priced around 150,000 yen, yet it features a 4-axis arm and comes with standard tool heads such as a gripper, suction cup kit, writing & drawing tools, and a 3D printer. Additionally, the dedicated software allows programming by arranging blocks, enabling beginners to smoothly learn and operate the robot arm. The main unit does not require prior safety training, making it less restricted in terms of installation and usage locations, and it can be utilized in various scenarios. Afrel provides original guides (control learning texts) using dedicated software (DobotStudio) and programming languages (C, C#, Java, Python, Arduino, AI, image processing, and image recognition) to support the use of the robot arm. *DOBOT Magician product page https://afrel.co.jp/product/dobot-magician/ ◆◆ Afrel Corporation Contact Information ◆◆ TEL. 0776-25-0303 9:30-17:30 (excluding weekends, holidays, and year-end/New Year) FAX. 0776-25-0309 info@afrel.co.jp

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Robot arm × image recognition for work efficiency improvement AI work selection automation set

Easily and affordably implementable! Achieve automation and labor-saving in parts selection and sorting with a high-performance compact robotic arm × AI (image recognition)!

The "AI Work Selection Automation Set" is a set that allows for the streamlining and automation of parts selection (sorting) using a robotic arm and image recognition. It can be easily and affordably implemented, enabling practical application from data collection to picking and sorting, bringing it closer to the image of utilization in the field. ■ Use Cases - Consideration and demonstration aimed at streamlining and automating production lines in the manufacturing industry - Movement of parts (works) and sorting of parts using image recognition and processing - Learning control of robotic arms - Utilization in production management and product development departments ■ Recommended for - Personnel responsible for business improvement, labor-saving, and automation of tasks - Those considering automation of parts and product sorting using image recognition - Personnel who want to experimentally introduce trending AI and deep learning ■ Features - Streamlining and automating parts selection (sorting) and inspection tasks using a robotic arm and image recognition - Achieving a complete control system for data collection, sorting, and inspection - Capability to compare, execute, and verify "rule-based image processing" and "deep learning-based image processing"

  • Other industrial robots

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[Video Introduction] DOBOT Case Study: Pickup and Alignment of 7mm Parts

We will introduce a video case of "picking up and aligning 7mm small parts with 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: Picking and aligning small electronic components* The DOBOT Magician comes standard with a suction cap for picking, but it is difficult to pick items smaller than 20mm with the standard suction cap. Therefore, we have installed a custom suction cap for picking small components. This is recommended for use in electronic component factories and similar environments. ■ About DOBOT Magician The 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/

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

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/

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[Free Consultation] Achieve Automation and Labor Savings! Consultation Meeting for Introducing Small Robot Arms

For those considering the introduction of a robotic arm, you can consult with us while actually operating a high-precision, multifunctional small robotic arm (Dobot).

Are you a company looking to improve operational efficiency and streamline production lines? Would you like to see the operation of a high-precision, multifunctional compact robot arm (DOBOT Magician)? Let's explore together what it can do and how it can be used while actually operating it. (Note: Demonstrations and hands-on experiences using the actual device will be provided during your visit.) This is a reservation-based individual consultation, so you can take your time to discuss your needs. Please feel free to apply. 【If you are interested, please consult with us】 - I want to consider a compact robot arm that can be easily introduced. - I want to know the functions and precision of a small robot arm. - I would like to try control and operation such as image recognition and image processing. - I want to conduct employee training using a robot arm.

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Related catalog(12)

[Text/Textbook Sample Presentation] Small Robot Arm DOBOT Magician "Automatic Judgment Control Using Microscope and Deep Learning"

[Text/Textbook Sample Presentation] Small Robot Arm DOBOT Magician "Automatic Judgment Control Using Microscope and Deep Learning"

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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

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[Price List] Robot Arm DOBOT Magician

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[Specification Sheet] Robot Arm DOBOT Magician

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

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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] 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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[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

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

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

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

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[Cast Iron Crack] We will repair cracks in metal products without applying heat.

  • NEW
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The "Mechanical Stitching Method" by Nichinichisui Road Machinery Co., Ltd. is a new technique that allows for the repair of metal cracks without the application of heat. By using special bolts and reinforcement plates, cracks are physically removed, and repairs are made without causing any thermal impact to the base material. Repairs can be carried out even in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. ◎ For more details, please contact us. ◎ If a detailed technical explanation is needed, please contact us.

Mar 31, 2026

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Hyper CLT flooring panel

"Hyper CLT flooring" backed by industry-academia collaboration - a new option born from on-site ideas and university expertise. (NETIS number: TH-250021-A)

  • NEW
  • PRODUCT

The sheets used at construction sites require various considerations, including strength, workability, transportability, work burden, and safety. What we have developed is the Hyper CLT sheet (NETIS number: TH-250021-A). The Hyper CLT sheet is not just aimed at being a new "wooden sheet." What we value is that it can truly be used on-site and that we can make proposals based on evidence rather than intuition. To achieve this, we have focused on the feedback and usability obtained from actual construction sites while advancing the acquisition and verification of various data through collaboration with universities. Points that may be difficult to see in solo corporate development have been organized from a more objective perspective by incorporating university expertise, which has been reflected in product development. It needs to be evaluated comprehensively, considering weight, maneuverability, burden during installation, consideration for the surrounding environment, and ease of introduction. In this context, the Hyper CLT sheet (NETIS number: TH-250021-A) expands possibilities as a new option based on practical insights gained on-site and data support through collaboration with universities.

Mar 31, 2026

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"Welding repair crack repair" We will repair metal cracks without applying heat.

  • NEW
  • COMPANY

The "Mechanical Stitching Method" by Nichinichisui Road Machinery Co., Ltd. is a new technique that allows for the repair of metal cracks without the application of heat. By using special bolts and reinforcement plates, cracks are physically removed, and repairs are made without causing any thermal impact to the base material. Repairs can be carried out in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. ◎ For more details, please contact us. ◎ If you require a detailed technical explanation, please contact us.

Mar 30, 2026

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Fukuda's leak test, leak inspection, leak detection, leak test, integrity test.

  • NEW
  • PRODUCT

Fukuda Co., Ltd. has been pursuing leak detection for 60 years and is committed to advancing the future of leak testing. 【 Supporting Various Leak Tests: Air Leak Test / Gas Leak Test (Hydrogen Gas, Helium Gas) 】 We develop, manufacture, and sell leak testing equipment to inspect airtightness and sealing properties. We will propose the appropriate testers and devices for each inspection target. 【 Target Industries and Examples of Inspection Targets 】 - Automotive Industry: Engines, FC components, valves and piping, various parts - Electronic Components Industry: Smartphones, keyless switches, various small sensors - Pharmaceuticals / Food / Cosmetics Industry: Bottle containers, syringes, vials, eye drop containers, pillow packaging, PTP packaging We will propose the most suitable leak testers for each industry. 【 ISO Certification 】JIS Q 9001:2015 (ISO 9001:2015)

Mar 30, 2026

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■■ Leak test for pouch containers such as packed rice! | MSQ-2003 series ■■ Packaging container air leak test device, pinhole inspection device, and full inspection device.

  • NEW
  • PRODUCT

The pinhole inspection for packaging engineering is fully automated, eliminating packaging defects based on certain quality standards. The judgment results and operational status can be managed via a monitor screen. - Quantitative management of quality standards for the pinhole inspection process - Ensuring the quality of the product's shelf life - Establishing evaluation criteria for the manufacturing process, achieving quantitative quality assurance - Slim and space-saving design that can be connected to existing production lines - Quick changeover for product variety switching can be handled in a short time by exchanging chambers - Fully domestically produced, allowing for rapid maintenance and troubleshooting - Example target works: pillow packaging, packaged rice (packaged cooked rice), etc. *Please consult us regarding the use of this product for pharmaceuticals.

Mar 30, 2026

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