glasses lenses segmentation Object Detection Dataset and Pre-Trained Model by Yair Etkes

Images

172 images

Explore Dataset

Here are a few use cases for this project:

Optical Retail Industry: Use the glasses lenses segmentation model to recognize and categorize different glasses-lenses styles and types in inventory management systems, streamlining the selection process for customers and employees.
Virtual Try-On Applications: Integrate the model into web or mobile apps that allow users to try on glasses virtually by accurately identifying the lenses on the user's face and overlaying new lens styles, helping them find the perfect pair of glasses for their needs.
Vision Augmented Reality: Employ the glasses lenses segmentation model in augmented reality applications to detect users' glasses and adapt visual content accordingly, enhancing user experience and preventing potential occlusion or misalignment issues.
Eye Health Monitoring and Analysis: Utilize the model in medical applications to detect potential wear-related issues or damages on glasses lenses by comparing segmented images against pre-defined industry standards, improving preventive care and early detection.
Custom Glasses Design: Incorporate the segmentation model in digital tools for designing custom glasses, aiding users in selecting the right lens shape, size, and style suited to their facial structure and preferences, resulting in more personalized eyewear options.

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{
                            glasses-lenses-segmentation_dataset,
                            title = { glasses lenses segmentation Dataset },
                            type = { Open Source Dataset },
                            author = { Yair Etkes },
                            howpublished = { \url{ https://universe.roboflow.com/yair-etkes-iy1bq/glasses-lenses-segmentation } },
                            url = { https://universe.roboflow.com/yair-etkes-iy1bq/glasses-lenses-segmentation },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-05-03 },
                            }