The_final_annotation Computer Vision Project

Avishek Mukherjee

Updated 2 years ago

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Classes (6)
LOF
blowhole
other defect
porosoties
valley
wormhole
Description

Here are a few use cases for this project:

  1. Industrial Quality Control: This model can be used in various industries such as automotive, aerospace, or electronics manufacturing where the materials used need to be defect-free. By identifying types of defects, the model can help automate quality control processes and reduce costs associated with manual inspection.

  2. Material Science Research: Researchers studying materials and their properties can use this model to identify and classify common defects, which can contribute valuable data to their studies and potentially lead to advancements in the field.

  3. Construction Industry: The model could be used in the construction industry to identify defects in raw materials such as concrete or steel, ensuring the high quality of materials and the safety of the structures made with them.

  4. Archeology and Art Restoration: In archaeology and art restoration, this model can be used to identify defects or damages in antique artifacts or art pieces and help in assessing their restoration needs.

  5. Welding Sector: Technicians could utilize this model to automatically inspect welding work for common defects such as wormholes or valleys, ensuring high-quality welds and avoiding potential safety issues.

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{
                            the_final_annotation_dataset,
                            title = { The_final_annotation Dataset },
                            type = { Open Source Dataset },
                            author = { Avishek Mukherjee },
                            howpublished = { \url{ https://universe.roboflow.com/avishek-mukherjee/the_final_annotation } },
                            url = { https://universe.roboflow.com/avishek-mukherjee/the_final_annotation },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { may },
                            note = { visited on 2024-10-08 },
                            }
                        
                    

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