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  5. Articulated Robot
  6. [Technical Information] Bulk Picking with Robot Arm × Image Recognition

[Technical Information] Bulk Picking with Robot Arm × 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
  • Official site

■Sample program available■ Introducing a case where overlapping objects were moved using a robotic arm for bulk picking!

Here is an article introducing a case study of the tabletop-sized small robot arm DOBOT Magician. ■ Article link: https://qiita.com/shimamotosan/items/5d8890ade413db114e99 ■ Content When the objects to be distinguished are touching or overlapping, they are recognized as a single mass, which can lead to them being ignored as a larger size, making it difficult to accurately identify the objects. Therefore, to enable the recognition of overlapping objects individually, we added a motion to break apart the objects at the areas where they seem to overlap. Keywords: Python, OpenCV, image recognition, AI ■ 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 training, making it suitable for various locations and usable in a wide range of scenarios. * DOBOT Magician product introduction page https://afrel.co.jp/product/dobot

    Articulated Robot
ロボットアームで重なり合っている対象物を移動させる-1.png

[Technical Information] Bulk Picking with Robot Arm × Image Recognition

ロボットアームで重なり合っている対象物を移動させる-1.png
ロボットアームで重なり合っている対象物を移動させる-1.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 - Air 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) - Expanded 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 to enable 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 This set includes the Standard Version along with peripheral parts such as a Bluetooth module, Wi-Fi module, and joystick control kit.
AFD-ST38: DOBOT Magician Standard Version This set includes the robot arm itself, a suction cup kit, gripper, a kit for writing and drawing, 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 tool kit.

catalog(1)

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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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News about this product(6)

◆Technical information (with sample program) has been released◆ Extracting the outline of the subject from a green background (AI, image recognition)

  • Product news

We will introduce the "method for acquiring the area of the target object" for classifying objects using AI (image recognition) and sorting them with a robotic arm! For more details, please visit the URL below or related links. https://qiita.com/shimamotosan/items/57bdc00464d6ec703fc7 ■ 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 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 robotic arm. 【DOBOT Magician explanatory article】 https://learninglab.afrel.co.jp/1074/

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◆Technical information (with sample program) has been released◆ Moving overlapping objects with a small robotic arm for bulk picking.

  • Product news

We will introduce examples of breaking down objects in overlapping states so that they can be individually recognized in areas that seem to overlap! For more details, please visit the URL below or related links. https://qiita.com/shimamotosan/items/5d8890ade413db114e99 ■ 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, 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. 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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◆Sample program available & technical information released◆ Recognizing target objects from the entire camera image (AI/Image Recognition)

  • Product news

We will introduce a method for object recognition that does not cut out the object from the camera image and uses a single image as training data! For more details, please see the URL below or related links. https://qiita.com/shimamotosan/items/1a0c6c73b1e60ae5db43 ■ 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 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 to support the utilization of the robotic arm. 【DOBOT Magician explanatory article】 https://learninglab.afrel.co.jp/1074/

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◆Sample program available & technical information published◆ Verified whether images collected outside the operating environment can be distinguished as training data.

  • Product news

We verified whether it is possible to distinguish images that were not taken in an actual operating environment using data learned from images captured with a smartphone camera! For details, please see the URL below or related links. https://qiita.com/shimamotosan/items/1a0c6c73b1e60ae5db43 ■ 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, 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 less restricted in terms of installation and usage locations, and it can be utilized in various scenes. Afrel provides original guides (control learning texts) using dedicated software (DobotStudio) and programming languages to support the use of the robotic arm. 【DOBOT Magician explanatory article】 https://learninglab.afrel.co.jp/1074/

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Company information

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.

Product/Service List (78)

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