YOLOv8 for RC2023 Computer Vision Project

RotatedBB2023

Updated a year ago

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Classes (20)
AllenKey
Axis
Bearing
Drill
F20_20_B
F20_20_G
Housing
M20
M20_100
M30
Motor
S40_40_B
S40_40_G
Screwdriver
Spacer
Wrench
\ll
f2
m30-
p

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Description

Here are a few use cases for this project:

  1. Automation in Manufacturing: The model can be used to recognize and classify different tools and components in a production line. Based on the types of objects identified, the system can automate the assembly process.

  2. Quality Control: The model could be used in quality control systems to check whether the correct objects have been used in the manufacturing process or whether an object is missing.

  3. Robotic Process Automation: In an environment where robots are used for tasks like assembling or repairing, the model can help the robot recognize and pick the correct tool or object for a given task.

  4. Consignment Sorting and Management: This project could be very helpful in a warehouse or delivery system. By being able to recognize these objects, the system could easily sort and manage the consignments.

  5. Training in Mechanical Fields: It can be used in mechanical education and training, to help students identify different tools and components related to mechanical studies.

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            yolov8-for-rc2023_dataset,
                            title = { YOLOv8 for RC2023 Dataset },
                            type = { Open Source Dataset },
                            author = { RotatedBB2023 },
                            howpublished = { \url{ https://universe.roboflow.com/rotatedbb2023-14lnn/yolov8-for-rc2023 } },
                            url = { https://universe.roboflow.com/rotatedbb2023-14lnn/yolov8-for-rc2023 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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