Machine_Tending_GKN Computer Vision Project

University West

Updated a year ago

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Classes (2)
Empty_Slot
Filled_Slot

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Description

Here are a few use cases for this project:

  1. Automated Inventory Management: The "Machine_Tending_GKN" model can be used in an automated aerospace inventory management system to keep track of aviation-parts availability in real-time, differentiate between Filled_Slot and Empty_Slot, and automatically reorder parts when necessary.

  2. Quality Control: This computer vision model can be integrated into an aviation parts manufacturing process to visually inspect the aviation-parts being produced, ensuring that the parts are correctly placed and stored in Filled_Slot and flagging any issues if an Empty_Slot is detected.

  3. Maintenance and Repair: In aviation maintenance scenarios, technicians can use the "Machine_Tending_GKN" model to quickly identify and locate required parts, analyze the condition of existing parts, and confirm the correct installation of new parts.

  4. Aviation Parts Recycling: By analyzing images of recycled and refurbished aviation components, the "Machine_Tending_GKN" model can be employed to sort and categorize Filled_Slot or Empty_Slot parts, facilitating efficiency within the recycling process.

  5. Training and Education: The "Machine_Tending_GKN" model can be utilized as an educational tool for training new aerospace engineers or technicians to familiarize them with the different classes of aviation-parts, assisting them in recognizing Filled_Slot and Empty_Slot inventory and managing aviation components professionally.

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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{
                            machine_tending_gkn_dataset,
                            title = { Machine_Tending_GKN Dataset },
                            type = { Open Source Dataset },
                            author = { University West },
                            howpublished = { \url{ https://universe.roboflow.com/university-west/machine_tending_gkn } },
                            url = { https://universe.roboflow.com/university-west/machine_tending_gkn },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-11-14 },
                            }
                        
                    

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