HEv3 Computer Vision Project

telkom university

Updated 10 months ago

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earbud
earphone
fan
headphone
helmet
no-headphone
pen person phone
Description

Here are a few use cases for this project:

  1. Assistive Technology: "HEv3" can be used in developing applications for visually impaired individuals, helping them identify the objects around them, like headphones, earbuds, pens or fans.

  2. Safety Monitoring: It can be used in workplaces to ensure workers safety regulations compliance. For instance, detecting whether construction workers or bikers are wearing helmets.

  3. Marketing Analytics: Retailers and marketers can use the model to determine customer preferences in a physical store atmosphere, identifying what products like headphones, earbuds, or phones they are most interested in or interacting with.

  4. Smart Home Automation: "HEv3" can be integrated into smart home systems to identify user actions or preferred devices, and automate certain processes. It could, for example, turn on the radio when it identifies a user wearing headphones, or initiate call recording when it spots phone usage.

  5. Virtual Reality Applications: "HEv3" could be incorporated in VR/AR platforms to determine user actions or items they are interacting with in the real world, and mirror these in the virtual environment for a more immersive experience. For example, the model could identify when the user is putting on a gaming headphone, signaling the VR game to start.

Supervision

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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{
                            hev3_dataset,
                            title = { HEv3 Dataset },
                            type = { Open Source Dataset },
                            author = { telkom university },
                            howpublished = { \url{ https://universe.roboflow.com/telkom-university-o9una/hev3 } },
                            url = { https://universe.roboflow.com/telkom-university-o9una/hev3 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { feb },
                            note = { visited on 2024-12-22 },
                            }
                        
                    

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