Refuse Classification Computer Vision Project

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Updated 2 years ago

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Classes (4)
harmful garbage
kitchen garbage
other garbage
recycal garbage

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Description

Here are a few use cases for this project:

  1. Waste Management Systems: The refuse classification model can be used to streamline sorting processes in waste management facilities by automatically classifying garbage types, resulting in more efficient recycling processes and reducing harmful garbage misplaced in general waste.

  2. Intelligent Bins: For the development of smart garbage bins that can classify the type of waste thrown in. Such bins could provide user feedback, encouraging proper waste sorting, or sort the waste internally to streamline recycling and disposal processes.

  3. Environmental Education: The model could be incorporated into interactive educational apps to help teach children and adults about different types of waste, proper disposal methods, and the importance of recycling to create more environmentally-aware societies.

  4. Smart Cities Implementation: The model can be used in implementing smart cities where each waste bin would have an integrated system to classify and sort the garbage. It could help in designing better waste processing strategies, optimizing waste collections and promoting effective recycling habits among residents.

  5. Industrial Usage: Industries producing varying degrees and types of waste could use this model to properly segregate their waste. This would ensure efficient disposal, recyclability where possible, and could even help industries adhere to environmental standards and regulations.

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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{
                            refuse-classification-zxjnu_dataset,
                            title = { Refuse Classification Dataset },
                            type = { Open Source Dataset },
                            author = { Team },
                            howpublished = { \url{ https://universe.roboflow.com/team-uxfs1/refuse-classification-zxjnu } },
                            url = { https://universe.roboflow.com/team-uxfs1/refuse-classification-zxjnu },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2024-12-22 },
                            }
                        
                    

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