Digits and Numbers Object Detection Dataset and Pre-Trained Model by Number Recognition

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Explore Dataset

Here are a few use cases for this project:

Automated Data Entry: Use the "Digits and Numbers" model to extract numerical data from images of graphs, charts, or forms, significantly reducing manual data entry errors and increasing efficiency in various industries such as finance, healthcare, and administration.
Educational Tools: Enhance learning management systems or digital study aids by using the model to identify and interpret handwritten or printed numerical problems in mathematics or statistics, providing instant feedback or solutions to students.
Quality Control: Implement the model in manufacturing or production environments to identify misprinted or incorrect numbers on product labels, serial numbers, or barcodes, ensuring that only accurate and consistent information is shared with end customers.
Navigation Assistance: Use the model to recognize house and building numbers in photographs or street-view images, assisting in address identification and improving navigation or geo-tagging accuracy in mapping applications.
Historical Document Analysis: Apply the "Digits and Numbers" model to analyze and extract data from historical documents or manuscripts containing numerical data, assisting historians and researchers in understanding the context and trends of past civilizations or events.

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{
                            digits-and-numbers-gfi4m_dataset,
                            title = { Digits and Numbers Dataset },
                            type = { Open Source Dataset },
                            author = { Number Recognition },
                            howpublished = { \url{ https://universe.roboflow.com/number-recognition/digits-and-numbers-gfi4m } },
                            url = { https://universe.roboflow.com/number-recognition/digits-and-numbers-gfi4m },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { dec },
                            note = { visited on 2024-05-08 },
                            }