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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]

Related Links

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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DOBOT相談会.jpg

[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"

TECHNICAL
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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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[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] 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

[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

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

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CCS3 product photo

The new product "Vehicle Count Sensor CCS3" enables efficient occupancy management of large parking lots.

  • NEW
  • PRODUCT

Hotron Inc. has launched its new product, the "Vehicle Count Sensor CCS3"! This product is a ceiling-mounted sensor that combines infrared and radar technology. It reliably detects vehicles in both directions with a single unit, accommodating traffic during congestion and vehicle passing, thus achieving efficient occupancy management in large parking lots. Additionally, it can be utilized for exit warning purposes in addition to vehicle counting, contributing to the safe and smooth operation of parking facilities. 'Features' - Improved detection performance against changes in road surface during rainy weather by using both infrared and radar. - Equipped with IP67 waterproof and dustproof performance, making it effective even in salt damage areas. - Various settings can be configured from a dedicated app (for Android devices), with current settings easily understandable at a glance. - The base dimensions are the same as the previous model "CCS2," allowing for smooth replacement of existing equipment. *For more details, please refer to the product information, catalog download, or contact us.*

Oct 08, 2026

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Hyper CLT flooring panel

Support for Okayama's baseball and challenges | Hyper CLT flooring × Masters Koshien

  • NEW
  • PRODUCT

The wooden lightweight sheet "Hyper CLT Sheet," utilizing CLT (Cross Laminated Timber), is a sponsor of the Masters Koshien (Okayama). The Masters Koshien is where those who have experienced high school baseball come together across generations to pursue their goals once again. We resonate with their "attitude of continuing to challenge" and support their activities from Okayama. The Hyper CLT Sheet is a product created to provide a new option in civil engineering sites, which have primarily relied on steel sheets until now. It is lightweight, easy to handle, and features the environmental value unique to wood. Furthermore, it is registered as a **Ministry of Land, Infrastructure, Transport and Tourism NETIS technology "TH-250021-A,"** aiming for widespread adoption in various sites, starting with public works. Wood, NETIS, civil engineering, CLT, wooden lightweight sheets. We will continue to support challenges in both the field and sports from Okayama. Masters Koshien (Okayama) https://masters-okayama.com/

Oct 08, 2026

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AAEON Intel Core Ultra Compatible Industrial Micro ATX【MAX-H810A】

  • NEW
  • PRODUCT

Features: ● Intel Core Ultra (Series 2) processor LGA 1851 socket (CPU sold separately) ● DDR5 6400MT/s dual-channel support, CU/U-DIMM x2 (up to 128GB) (memory sold separately) ● M.2 M-Key x1, E-Key x1 ● USB 3.2 x4, USB 2.0 x8 ● Intel Ethernet Controller I226-V (2.5GbE) x2 ● SATA 6Gb/s x2 (supports RAID 0 / 1 / 5) ● PCI Express Gen5 x16 x1, PCI Express Gen4 x4 x1, PCI Express Gen4 x1 x1 * This model does not include memory, storage, or OS.

Oct 08, 2026

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AAEON Q870 chipset equipped industrial Micro-ATX【MAX-Q870A】

  • NEW
  • PRODUCT

Features: ● Intel Core Ultra 200S series processor LGA 1851 socket (up to 125W) (CPU sold separately) ● DDR5 6400MT/s dual-channel compatible, CU-DIMM/U-DIMM x4 (up to 256GB) (sold separately) ● M.2 M-Key x2, E-Key x1, B-Key x1 ● USB 3.2 x8, USB 2.0 x6 ● 2.5GbE LAN x3 ● SATA 6Gb/s x2 (supports RAID 0 / 1 / 5) ● PCIe Gen5 x16 x1, PCIe Gen4 x4 x2, PCIe Gen4 x1 x1 ● Compatible with ATX power supply * This model does not include memory, storage, or OS.

Oct 08, 2026

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Jetway Intel Arrow Lake-S Compatible Industrial Mini-ITX【MTX-ARS2-H810】

  • NEW
  • PRODUCT

Features: ● Supports Intel Core Ultra 200S series processors with Intel H810 chipset and LGA1851 socket (up to 125W) (CPU sold separately) ● DDR5 CSO-DIMM x2 (up to 128GB) (memory sold separately) ● 2.5GbE LAN x2 ● HDMI x2, DisplayPort x1, LVDS/eDP x1 (supports simultaneous output of up to 3 screens) ● SATA 6Gb/s x4, M.2 M-Key x1, M.2 E-Key x1, M.2 B-Key x1, PCI Express Gen5 x16 x1 ● USB 3.2 Gen2 x2, USB 2.0 x8, RS-232/422/485 x1, RS-232 x5 ● Compatible with ATX power supply * This model does not include memory, storage, or OS.

Oct 08, 2026

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