ALMA_Detection Computer Vision Project

Simone Arreghini

Updated 3 years ago

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Description

Here are a few use cases for this project:

  1. Home Security: Use the model to create smart home systems that alert households when an entryway (door, window with a handle, etc.) is being tampered with or opened. Tag: "home security", "smart home", "burglary prevention".

  2. Accessibility Assistance: Track usage of handles and knobs in a home, helping analyze and enhance the living conditions for people with physical disabilities or the elderly. Tag: "accessibility tools", "physical disability support", "elderly care".

  3. Retail Analytics: Use in retail environments to detect customers’ behavior such as what products (with handles/knobs) they are most attracted to. Tags: "retail analytics", "customer behavior analysis", "in-store tracking".

  4. Supply Chain Verification: A system could use the model to confirm the presence and correct assembly of handles/knobs on products during manufacturing processes. Tag: "Quality control", "manufacturing", "supply chain verification".

  5. Augmented Reality Gaming: Use in AR gaming environments to interact with real-world door handles or knobs for digital gaming experiences. Tags: "AR gaming", "interactive gaming", "real-world object detection".

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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{
                            alma_detection_dataset,
                            title = { ALMA_Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Simone Arreghini },
                            howpublished = { \url{ https://universe.roboflow.com/simone-arreghini/alma_detection } },
                            url = { https://universe.roboflow.com/simone-arreghini/alma_detection },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { may },
                            note = { visited on 2024-12-14 },
                            }
                        
                    

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