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  3. アフレル 東京ロボティクス本部
  4. ◆Case Study Now Available!◆ Small Robot Arm DOBOT Magician - Automatic Sorting of Commercial Chocolate Snacks Using Deep Learning
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  • Feb 09, 2023
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Feb 09, 2023

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

アフレル アフレル 東京ロボティクス本部
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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Product Details "DOBOT Magician"
This is the introduction page for DOBOT Magician.
Use Cases for "DOBOT Magician" Here
We introduce use cases for robot arms.
[Video Introduction] DOBOT Case Study: Image Processing Sorting Using Deep Learning
We will introduce a case study of "Automatic Sorting of Commercial Chocolate Snacks Using Deep Learning" with DOBOT Magician in a video!

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

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

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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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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"

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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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[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's Features: Load Capacity Test (Gripper) Edition

We conducted a verification of how much weight the small robot arm DOBOT Magician can carry!

Tabletop-sized small robot arm DOBOT Magician. We will introduce its features in a video. *Please watch the video from the 【Related Videos】 section in the middle of this page. ■Video Content 【This time's theme: What is the load capacity of the DOBOT Magician?】 We conducted tests using a gripper with the DOBOT to transport objects of various weights. *For details of the verification, click here https://afrel.co.jp/archives/29282 ■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. *Introduction to DOBOT Magician products https://afrel.co.jp/product/dobot

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[Video Introduction] DOBOT's Features: Payload Test (Suction Cup) Edition

We conducted a test to see how much weight the small robotic arm DOBOT Magician can carry!

Tabletop-sized small robot arm DOBOT Magician. We will introduce its features in a video. *Please watch the video from the 【Related Videos】 section in the middle of this page. ■Video Content 【This time's theme: What is the load capacity of DOBOT Magician?】 We conducted a test using a suction cup with DOBOT to transport objects of various weights. *For details of the verification, click here https://afrel.co.jp/archives/29282 ■About DOBOT Magician DOBOT Magician is a robot arm equipped with a 4-axis arm, priced around 150,000 yen. The main unit does not require prior safety education, making it less restricted in terms of usage locations and applicable in various scenes. Afrel provides original guides using dedicated software (DobotStudio) and programming languages (C, C#, Java, Python) to support the utilization of the robot arm. *Introduction to DOBOT Magician products https://afrel.co.jp/product/dobot

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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(8)

[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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[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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[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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Hyper CLT flooring panel

Introduced on PR TIMES | Lightweight wooden flooring "Hyper CLT Flooring" from Okayama

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In an article on PR TIMES by Sakate Construction Co., Ltd., a construction company in Okayama City, Okayama Prefecture, the wooden lightweight temporary board "Hyper CLT Board" was introduced. Article URL: https://prtimes.jp/main/html/rd/p/000000001.000178852.html The Hyper CLT Board is a temporary construction board made from CLT wood for civil engineering use. It can be used in a wide range of civil engineering sites as a substitute for steel plates, including temporary roads, access routes, heavy machinery work yards, material storage areas, and pedestrian pathways. The 5×10 board weighs approximately 230 kg, and the 5×20 board weighs about 460 kg, making them lightweight and easy to handle even with small machinery, which helps reduce the burden of transportation, installation, and removal. It features characteristics unique to wood, such as glare reduction, noise reduction, and environmental consideration, making it a material that is easy to utilize for creative ideas and safety measures in public works. It is registered as a technology under the Ministry of Land, Infrastructure, Transport and Tourism NETIS as "TH-250021-A" and can be considered for civil engineering sites both within and outside Okayama Prefecture.

Jul 14, 2026

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Please take a look at the technical document for the leak test, the "Technical Manual"!

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Fukuda Co., Ltd., which develops, manufactures, and sells leak testing equipment to inspect airtightness and sealing performance, provides a technical document that clearly explains the methods and theories of airtight testing, titled "Technical Manual." We are offering it as a PDF file. Please take this opportunity to download and view it!

Jul 13, 2026

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

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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)

Jul 13, 2026

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Hyper CLT flooring panel

Noise-sensitive wooden flooring | Civil Engineering CLT "Hyper CLT Flooring"

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In civil engineering sites, plywood is used for temporary roads, access roads, heavy machinery work yards, and material storage areas. Steel plates are common materials, but they tend to produce metallic sounds during vehicle passage and installation/removal, which can be a noise issue in construction near residential areas, schools, and hospitals. Hyper CLT plywood is a civil engineering CLT material that utilizes wood CLT. As wooden plywood, it can be used for mud prevention, ground protection, and ensuring work pathways, and its natural and soft texture helps create a different site environment compared to metal plates. The 5×10 plate weighs about 230 kg, and the 5×20 plate weighs about 460 kg, making them lightweight and easy to handle even with small machinery, which reduces the burden of transportation, installation, and removal. Additionally, it is easy to use for proposals that consider glare reduction and environmental considerations, making it recommended for innovative public works. As a registered technology with the Ministry of Land, Infrastructure, Transport and Tourism under NETIS "TH-250021-A," we can propose it to companies considering noise measures, wood, plywood, timber, civil engineering, and civil engineering CLT. It is also suitable for construction that emphasizes consideration for the surrounding area and for sites considering alternatives to steel plates. We also accept requests for materials and consultations on implementation. Please consider wooden plywood as an option for temporary plans that take into account urban construction and neighboring measures.

Jul 13, 2026

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When the sensor detects the car, the rotating light will turn on.

Ideal for entrances and exits of parking lots and stores! Notify pedestrians of vehicle departures with the light from the rotating lamp! Here’s a proposal for a departure warning sensor! Free catalog available!

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[To the owners of parking lots and parking lot construction companies] "I'm worried about not colliding with pedestrians when leaving the parking lot..." Among vehicle entrances to parking lots, stores, residences, and factories, those that face sidewalks or roadways are particularly prone to dangerous incidents, such as collisions with pedestrians or between vehicles. To alleviate such concerns, Hotron proposes a [Departure Warning Sensor] that detects vehicle departures using various sensors and alerts the surrounding area with LED lights and buzzers. The system consists of a simple configuration of "Sensor" + "Controller" + "Switching Power Supply (24V)" + "LED Rotating Light." *Please note that a separate control panel is required to include the controller and switching power supply (24V) when using the departure warning system. *We kindly ask customers to arrange for the switching power supply (24V), LED rotating light, control panel, circuit breakers, etc. Since it can be installed as an add-on, it can also be used for existing parking lot entrances. We hope this will contribute to safer vehicle passage for everyone. ◎ For more details, please contact us or download the catalog.

Jul 13, 2026

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