Thesis

DatasetV4

Instance Segmentation

DatasetV4 Computer Vision Project

Images

5586 images
Explore Dataset

Here are a few use cases for this project:

  1. Smart Home Automation: Utilize DatasetV4 to create a smart home system that can recognize and locate various indoor objects, enabling efficient control of appliances (such as TVs and refrigerators) and enhancing the overall user experience with pre-programmed settings and voice commands.

  2. Assisted Living Applications: Develop an assisted living solution that uses DatasetV4 to recognize and track objects in a senior citizen's home, monitoring their daily activities, ensuring their safety, and providing reminders for taking medications or performing household tasks.

  3. Interior Design Software: Integrate DatasetV4 into an interior design application, allowing users to virtually arrange furniture, appliances, and other indoor objects by automatically recognizing and organizing these items in the digital environment.

  4. Security and Surveillance Systems: Enhance security systems by incorporating DatasetV4 to identify and track suspicious behavior or potential hazards, such as an unattended fire extinguisher or an open window, thus improving overall safety in monitored spaces.

  5. Retail Store Optimization: Employ DatasetV4 in a retail setting to analyze store layouts, identifying optimal product placements based on object recognition, and evaluating customer traffic patterns around various displays to increase sales and improve customer experience.

Cite This Project

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

@misc{
                            datasetv4_dataset,
                            title = { DatasetV4 Dataset },
                            type = { Open Source Dataset },
                            author = { Thesis },
                            howpublished = { \url{ https://universe.roboflow.com/thesis-k1dy4/datasetv4 } },
                            url = { https://universe.roboflow.com/thesis-k1dy4/datasetv4 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-04-19 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the DatasetV4 project in your project.

Source

Thesis

Last Updated

9 months ago

Project Type

Instance Segmentation

Subject

Indoor-things

Views: 727

Views in previous 30 days: 28

Downloads: 46

Downloads in previous 30 days: 0

License

CC BY 4.0

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