MASK-RCNN-INSTANCE-SEGMENTATION Computer Vision Project

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Classes (13)
com-dep
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. Cultural Heritage Preservation: The model could be used by museums or cultural heritage organizations to categorize and identify specific objects in their collections, which can facilitate their sorting, identification, and preservation efforts. It can also help in creating interactive exhibits where visitors can scan an object and quickly get information about it.

  2. Educational Applications: In music and art education, this model can be used to create an interactive learning experience. Students could use an application to identify and learn more about different traditional Vietnamese instruments or other cultural objects, their history, how they are used, and their significance in the culture.

  3. E-commerce Platforms: For online platforms selling cultural objects or musical instruments, this model could be used to automatically identify and categorize items in images uploaded by sellers, improving the accuracy of product tags and making the shopping experience more efficient for buyers.

  4. Augmented Reality Experiences: This model could be leveraged to create augmented reality apps that can identify Vietnamese cultural artifacts when pointed at them, providing users with a comprehensive understanding of the object, its history, and cultural significance.

  5. Social Media Platforms: On platforms like Instagram, users can use this model to identify the traditional cultural objects and musical instruments in their pictures, automatically generating accurate tags and improving the visibility and accuracy of cultural content.

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{
                            mask-rcnn-instance-segmentation_dataset,
                            title = { MASK-RCNN-INSTANCE-SEGMENTATION Dataset },
                            type = { Open Source Dataset },
                            author = { Vietnamesetraditionalobjectdetection },
                            howpublished = { \url{ https://universe.roboflow.com/vietnamesetraditionalobjectdetection/mask-rcnn-instance-segmentation } },
                            url = { https://universe.roboflow.com/vietnamesetraditionalobjectdetection/mask-rcnn-instance-segmentation },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jul },
                            note = { visited on 2024-12-03 },
                            }