aefnattanon

MR-My-Thesis

Object Detection

MR-My-Thesis Computer Vision Project

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Here are a few use cases for this project:

  1. Automated License Plate Recognition: MR-My-Thesis can be deployed in traffic management systems and parking lots to automatically read and identify license plate numbers, significantly improving efficiency and reducing human error.

  2. Postal Code Sorting: The model can be utilized in postal and courier services to automate the sorting process by identifying handwritten or printed zip codes on packages and letters, leading to faster and more accurate delivery.

  3. Bank Check Verification: MR-My-Thesis can be employed to verify and process check amounts by identifying the handwritten digits, reducing manual effort and minimizing potential errors in the banking industry.

  4. Industrial Quality Control: Manufacturing units can harness the power of MR-My-Thesis to inspect and verify serial numbers on metal plates or other products, ensuring compliance with quality standards and regulatory requirements.

  5. Educational Resources: The model can be integrated into various learning and accessibility tools for children and differently-abled individuals, offering an innovative way to practice and engage with numerical content, such as enhancing math learning apps or assisting in tutoring services.

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.

YOLOv8

This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

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{
                            mr-my-thesis_dataset,
                            title = { MR-My-Thesis Dataset },
                            type = { Open Source Dataset },
                            author = { aefnattanon },
                            howpublished = { \url{ https://universe.roboflow.com/aefnattanon/mr-my-thesis } },
                            url = { https://universe.roboflow.com/aefnattanon/mr-my-thesis },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { sep },
                            note = { visited on 2024-03-29 },
                            }
                        

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Source

aefnattanon

Last Updated

6 months ago

Project Type

Object Detection

Subject

digit

Views: 287

Views in previous 30 days: 2

Downloads: 13

Downloads in previous 30 days: 0

License

Public Domain

Classes

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