symbol detection Object Detection Dataset and Pre-Trained Model by symbols

Images

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Explore Dataset

Here are a few use cases for this project:

Educational Applications: The "symbol detection" model could be used to create interactive educational software or games. For instance, it can help children in identifying different letters or symbols. Children could take photos of different symbols they encounter, and the app could help them read or learn about the symbol.
Assistive Technology: This model could be integrated into assistive technologies for visually impaired individuals. It could be designed to read aloud the detected symbols so those people get assistance in understanding written textual information around them.
Document Analysis: It can be applied to perform document analysis tasks. For example, in context of business document management, the model could help categorize documents based on the identified characters or symbols, eventually making search and retrieval efficient.
Auto Translation: The model can be employed in a real-time translation application to identify characters or symbols before translating them into the desired language. For instance, a use case would be translating signs or words in images into another language, thus aiding travelers in foreign countries to understand written signs.
Coding Assistance: The model may find use in software development or coding education platforms. It can be used to recognize and verify the syntax and symbols used in different programming languages, thereby offering automated suggestions or corrections.

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{
                            symbol-detection-xdwl1_dataset,
                            title = { symbol detection Dataset },
                            type = { Open Source Dataset },
                            author = { symbols },
                            howpublished = { \url{ https://universe.roboflow.com/symbols/symbol-detection-xdwl1 } },
                            url = { https://universe.roboflow.com/symbols/symbol-detection-xdwl1 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jul },
                            note = { visited on 2024-04-19 },
                            }