waste detection Computer Vision Project

jadavpur university

Updated 2 years ago

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Match_Box
aluminium_foil
cigarette_packet
cloth cotton glass glass_bottle
medicine_wrapper
metal
newspaper
nylon
paper
paper_cardboard
paper_cup plastic
plastic carry
plastic_bottle
plastic_container
plastic_sack
rubber
thermocol
Description

Here are a few use cases for this project:

  1. Recycling Industry: The "waste detection" computer vision model could be used in recycling centers to automatically sort different kinds of waste. This would increase operational efficiency and reduce the need for manual sorting.

  2. Clean-up Robots: This model could be integrated into autonomous robots programmed to pick up litter in public places such as parks, beaches, and streets. The robots could use the model to identify and classify different types of waste for proper disposal or recycling.

  3. Smart Bin: Utilizing this model, a "smart bin" could be created which identifies the waste type and sorts it into the right section for more efficient recycling. This would help increase consumer recycling rates and reduce improper disposal of recyclable materials.

  4. Pollution Monitoring: Environmental agencies could use this model to monitor and track the types and amounts of waste in specific locations. This data could be used to identify significant sources of pollution, and inform waste management strategies.

  5. Waste Education Campaigns: The model could be used in educational initiatives to raise awareness about the various types of waste and proper disposal methods. It could be integrated into an app that identifies garbage and educates users about its environmental impact and how to recycle it effectively.

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{
                            waste-detection-vlpz1_dataset,
                            title = { waste detection Dataset },
                            type = { Open Source Dataset },
                            author = { jadavpur university },
                            howpublished = { \url{ https://universe.roboflow.com/jadavpur-university-vlvoc/waste-detection-vlpz1 } },
                            url = { https://universe.roboflow.com/jadavpur-university-vlvoc/waste-detection-vlpz1 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { sep },
                            note = { visited on 2024-12-03 },
                            }
                        
                    

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