garbage detection Object Detection Dataset and Pre-Trained Model by NSC

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Explore Dataset

Here are a few use cases for this project:

Waste Management and Sorting: This model can be used in waste management systems to automatically sort and classify garbage according to its type. It can be particularly useful in recycling plants where precise categorization of different trash classes is necessary.
Public Health Monitoring: Municipalities can use this model to identify areas with high levels of unsanitized garbage. It can help track sanitation issues in cities and contribute to the optimization of waste collection routes.
Smart Bin Technology: This model can be integrated into IoT devices in smart bins, assisting in identifying the type of waste being thrown away. These bins can then provide feedback to users about appropriate disposal methods or inform waste collectors about the garbage content for better disposal strategies.
Marine Pollution Tracking: Used in combination with drone or satellite technology, this model could be used to detect and categorize garbage polluting oceans and seas. It can help in prioritizing and strategizing clean-up efforts.
Education and Awareness Campaigns: The model can help in creating interactive apps or platforms to promote waste segregation and recycling. Users can snap photos of their waste, and the model can inform them into which category their waste falls, promoting better waste disposal habits.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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

@misc{
                            garbage-detection-0vitj_dataset,
                            title = { garbage detection Dataset },
                            type = { Open Source Dataset },
                            author = { NSC },
                            howpublished = { \url{ https://universe.roboflow.com/nsc-pq4mg/garbage-detection-0vitj } },
                            url = { https://universe.roboflow.com/nsc-pq4mg/garbage-detection-0vitj },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-05-08 },
                            }