Yolo Computer Vision Project

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Classes (12)
dan-bau
dan-guitar
dan-nguyet
dan-nhi
dan-sen
dan-tranh
dan-ty-ba
dua-bo
ghe-ngo
micro
sao-truc
thuyen-buon
Description

Here are a few use cases for this project:

  1. Virtual Museum Classification: YOLO can be used to assist in detecting and categorizing the highlighted cultural objects in online museums or digital art exhibits for an enhanced interactive experience. The vision model would allow users to search for specific historical or cultural items such as 'dua-bo' or 'dan-bau'.

  2. Musical Instrument Learning and Recognition: Using YOLO, an application could be created to help beginner musicians identify and learn about different types of instruments, especially those of Vietnamese origin like 'dan-nguyet', 'dan-tranh' or 'dan-guitar'.

  3. Augmented Reality-based Tourism: A tourism application that employs YOLO can enhance users' exploratory experiences by identifying cultural objects on-the-go. Through this, tourists can easily learn about Vietnamese culture and region-specific artefacts.

  4. Cultural Heritage Preservation and Research: Researchers can use the model to detect and classify these cultural objects in huge historical datasets, helping to contribute to the documentation and preservation of cultural artifacts.

  5. E-commerce Categorization: For online marketplaces that sell vintage, antique, or culturally-rich items, YOLO can help in categorizing these products quickly and efficiently, facilitating better search and seamless categorization for sellers and buyers.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            yolo-byvri_dataset,
                            title = { Yolo Dataset },
                            type = { Open Source Dataset },
                            author = { Vietnamesetraditionalobjectdetection },
                            howpublished = { \url{ https://universe.roboflow.com/vietnamesetraditionalobjectdetection/yolo-byvri } },
                            url = { https://universe.roboflow.com/vietnamesetraditionalobjectdetection/yolo-byvri },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jul },
                            note = { visited on 2024-09-26 },
                            }