sighn language Object Detection Dataset and Pre-Trained Model by mahmoud

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Explore Dataset

Here are a few use cases for this project:

Education: The model could serve as a learning tool for beginners who are learning sign language. It can provide instant feedback if the user is forming the letters correctly, facilitating faster learning.
Communication Device: For users with hearing or speaking impairments, the model could be integrated into a smartphone or tablet app to translate sign language into text or speech in real-time, facilitating communication with people who don't know sign language.
Accessibility Tool: The model could be used as an accessibility feature on video conferencing platforms, translating sign language into subtitles. This would allow deaf or hard-of-hearing individuals to actively participate in virtual meetings.
Content Creation: The model can be used by creators for generating educational video content on platforms like YouTube. The video could show the accurate formation of sign language letters using a generated model.
Assistive Technology: The model could be integrated into assistive communication devices for non-verbal patients in hospitals, providing them a new channel of communication.

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.

YOLOv5

This project has a YOLOv5 model checkpoint available for inference with Roboflow Deploy. YOLOv5 is a proven and tested, production ready, state-of-the-art real-time object detection model.

Cite This Project

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

@misc{
                            sighn-language_dataset,
                            title = { sighn language Dataset },
                            type = { Open Source Dataset },
                            author = { mahmoud },
                            howpublished = { \url{ https://universe.roboflow.com/mahmoud-irrgh/sighn-language } },
                            url = { https://universe.roboflow.com/mahmoud-irrgh/sighn-language },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-04-29 },
                            }