Ayush Ranjan


Object Detection

RMAI Computer Vision Project


1981 images
Explore Dataset

Here are a few use cases for this project:

  1. Educational Tools: The RMAI model can be used to develop applications or tools to teach children or adults about letters and numbers. By scanning real-life objects or text, it can identify the mentioned classes and further enhance the learning experience.

  2. Identification of License Plate Numbers: The model can be employed in surveillance software to identify vehicle license plates. Despite the model not being explicitly trained for this purpose, the ability to recognize the mentioned numeral and letter classes may be sufficient for basic applications.

  3. Robot Navigation: The reference image suggests potential for robot navigation use. Robots could use this model to read numbers and letters in their environment, which could be used in synchronizing tasks or following specified routes in a warehouse or factory setting.

  4. Accessibility Tools: The model can be used to develop applications for visually impaired people to read and comprehend written material. This can range from reading books, recognizing signs, or identifying different objects that have numbers or letters on them.

  5. Data Sorting: In an office or warehouse setting, this model could be used to sort packages, files or items based on numbers and letters. This will help in increasing efficiency and reducing potential errors in the process.

Cite this Project

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

@misc{ rmai_dataset,
    title = { RMAI  Dataset },
    type = { Open Source Dataset },
    author = { Ayush Ranjan },
    howpublished = { \url{ https://universe.roboflow.com/ayush-ranjan-y2h6m/rmai } },
    url = { https://universe.roboflow.com/ayush-ranjan-y2h6m/rmai },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { jun },
    note = { visited on 2023-12-06 },

Find utilities and guides to help you start using the RMAI project in your project.


Ayush Ranjan

Last Updated

a year ago

Project Type

Object Detection




1, 2, 3, 4, Letters

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CC BY 4.0

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