Litter Street Images Object Detection Dataset and Pre-Trained Model by KABML Images

Images

4511 images

Explore Dataset

Here are a few use cases for this project:

Litter Mapping and Cleanup Automation: Use the "Litter Street Images" model to analyze and create maps of litter distribution across cities or neighborhoods, helping local governments and volunteer organizations prioritize and plan cleanup efforts effectively.
Smart Waste Management: Integrate the model with surveillance systems or smart garbage bins to monitor and classify the accumulated litter, facilitating efficient waste sorting and resource recovery.
Environmental Awareness Campaigns: Use litter data gathered from the model to raise public awareness about the impacts of litter on our streets and environment, and encourage responsible disposal and recycling habits.
Robotic Trash Collectors: Implement the "Litter Street Images" model in autonomous litter-picking robots to identify and categorize different types of litter, improving their efficiency and accuracy in the waste collection process.
Fine Enforcement and Litter Prevention: Attach the model to street cameras, allowing authorities to detect instances of littering in real-time and potentially issue fines to discourage the behavior, reducing the overall litter burden on the streets.

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{
                            litter-street-images_dataset,
                            title = { Litter Street Images Dataset },
                            type = { Open Source Dataset },
                            author = { KABML Images },
                            howpublished = { \url{ https://universe.roboflow.com/kabml-images/litter-street-images } },
                            url = { https://universe.roboflow.com/kabml-images/litter-street-images },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { may },
                            note = { visited on 2024-04-28 },
                            }