[Technical Information] Recognizing the target object from the entire camera image (AI)
DOBOT Magician
Sample program available ■ Introducing a method for object recognition that uses "a single image as training data without cropping the object from the camera image"!
Here is a case article introducing the tabletop-sized small robot arm, DOBOT Magician. ■ Article link: https://qiita.com/shimamotosan/items/d3a06e834d332b914973 ■ Content When distinguishing objects, we use OpenCV to take the extracted objects from camera images as training data or input them into a trained model for classification. Therefore, fine-tuning is necessary to effectively recognize and extract objects from camera images. This time, we will modify the program to classify objects using a single image as training data without extracting objects from the camera image. Keywords: Python, OpenCV, AI, image recognition, dobot ■ About DOBOT Magician DOBOT Magician is a robot arm equipped with a 4-axis arm, priced around 150,000 yen. The device does not require prior safety training, making it suitable for various locations and applicable in a wide range of scenarios. * DOBOT Magician product introduction page 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 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 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
※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 * Typical implementation patterns are introduced 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 peripheral parts such as a Bluetooth module, Wi-Fi module, and joystick control kit in addition to the Standard Version. |
| AFD-ST38: DOBOT Magician Standard Version | This set includes the robot arm itself, a suction cup kit, a gripper, a writing and drawing kit, and a 3D printing kit. |
| AFD-CV8: Conveyor Belt | This set includes the main body, a photoelectric switch, a color sensor, and wooden blocks. |
| AFD-SLRK: Slider Rail Kit | This set includes a slider rail body with a length of over 1 meter, a wire set, and a tool kit. |
catalog（1）
Download All Catalogs![[Product Catalog] Desktop-sized Small Robot Arm DOBOT Magician](https://image.mono.ipros.com/public/catalog/image/01/cef/473716/IPROS54965827876367490784.png?w=120&h=170)
Company information
We will create an attractive production environment and solve the labor shortage through support for an unprecedented robot package system and in-house production.
![[Video Introduction] DOBOT Case Study: Custom Soft Gripper Hand Utilization Edition](https://image.mono.ipros.com/public/product/image/3ff/2000637110/IPROS04442537286446282663.png?w=280&h=280)
![[Video Introduction] Features of DOBOT: Direct Teaching Edition](https://image.mono.ipros.com/public/product/image/ed1/2000639273/IPROS30183062897805175699.png?w=280&h=280)
![[Video Introduction] Features of DOBOT: Slider Rail and Writing Edition](https://image.mono.ipros.com/public/product/image/db2/2000687683/IPROS91890189366746490420.png?w=280&h=280)
![[Technical Information] Extracting the outline of the subject from a green background (AI)](https://image.mono.ipros.com/public/product/image/acd/2000716183/IPROS87689522012057532415.png?w=280&h=280)
![[Technical Information] How to Use DobotLab Teaching & Playback](https://image.mono.ipros.com/public/product/image/ccf/2000716191/IPROS47774907887037040643.png?w=280&h=280)
![[Stainless Steel Parts Processing Example] Industrial Robot Parts](https://image.mono.ipros.com/public/product/image/e40/2000567911/IPROS95980698485086196732.png?w=280&h=280)
