Number Finder 4 Object Detection Dataset and Pre-Trained Model by numnum

Images

2623 images

Explore Dataset

Here are a few use cases for this project:

Hospitals and Healthcare Facilities: This model can be used to identify vital signs like heart rate (HR), respiratory rate (RR), saturation of peripheral oxygen (SPO2), systolic blood pressure (SBP), and diastolic blood pressure (DBP) from patient monitors or medical devices, reducing the manual work for healthcare staff.
Home Healthcare Services: "Number Finder 4" can aid home healthcare providers by extracting important metrics such as SPO2, RR, MAP etc. from screenshots of health monitoring devices. This allows remote monitoring of patients and assists in informed decision making.
Medical Training and Education: The model can be used in the education of medical professionals. By labelling and identifying different number classes in real-world scenarios, it offers an effective tool for teaching about patient monitoring.
Health & Fitness Apps: Developers of health and fitness apps can use this model to extract and track health metrics from user's health devices, enabling customized fitness plans and health checks.
Research & Studies: For researchers conducting health-related studies, the "Number Finder 4" model can be employed to automatically extract and identify health metrics from captured images of monitors or devices, simplifying data collection and analysis.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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

@misc{
                            number-finder-4_dataset,
                            title = { Number Finder 4 Dataset },
                            type = { Open Source Dataset },
                            author = { numnum },
                            howpublished = { \url{ https://universe.roboflow.com/numnum/number-finder-4 } },
                            url = { https://universe.roboflow.com/numnum/number-finder-4 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2024-04-30 },
                            }