Retinas Object Detection Dataset and Pre-Trained Model by testegustavo

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Explore Dataset

Here are a few use cases for this project:

Medical Diagnostics: "Retinas" can be used in telemedicine and clinics for diagnosing diseases related to the eye like macular degeneration, retinal hemorrhages, or diabetic retinopathy, identifying abnormalities in the eye's blood vessels, macula, and optic nerve.
Training Material for Medical Education: Students in medical or ophthalmology schools can use the model to learn and understand the normal and abnormal features of the retina, helping them in their educational journey.
Preventive Care Device in Optometry: The model can be integrated into routine eye examination equipment to flag potential high-risk patients and provide them with early preventive care or referrals.
Platform for Eye Researchers: "Retinas" can provide eye researchers with detailed analysis of the retina, enabling them to investigate the relationship of retinal structures such as the vasos, nervo, macula, with various eye or systemic diseases.
Personal Health Monitoring: When incorporated into smartphone applications or personal health monitoring systems, the model can help users keep track of their eye health, recognize early signs of potential issues, and encourage them to seek professional medical help promptly.

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{
                            retinas-jdgtf_dataset,
                            title = { Retinas Dataset },
                            type = { Open Source Dataset },
                            author = { testegustavo },
                            howpublished = { \url{ https://universe.roboflow.com/testegustavo/retinas-jdgtf } },
                            url = { https://universe.roboflow.com/testegustavo/retinas-jdgtf },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-06-12 },
                            }