Crumpled Paper Detection Object Detection Dataset and Pre-Trained Model by School

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Explore Dataset

Here are a few use cases for this project:

Waste Sorting and Recycling: This computer vision model can be used in automation of waste sorting facilities. By being able to recognize crumpled paper, paper cups, and candies among other objects, it can help in effective segregation of recyclable paper items from other types of waste.
Cleaning Robots: The model can be integrated into smart cleaning robots to detect and pick up specific types of waste like crumpled paper and paper cups, thereby improving the efficiency and accuracy of these machines.
Environmental Cleanliness Applications: The model can be used in apps intended to help users maintain a clean environment. For example, it can detect crumpled papers or paper cups thrown in public places, allowing users or authorities to take appropriate action.
Manufacturing Quality Control: Industries producing paper products can use this model to identify defective or crumpled items in real-time on the production line, enabling instant rectification measures and improved product quality.
Smart Education Tools: This model could be part of an application used for educating children and adults about proper waste separation. It could help users identify various types of waste, teaching them how to sort items correctly for disposal or recycling.

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{
                            crumpled-paper-detection_dataset,
                            title = { Crumpled Paper Detection Dataset },
                            type = { Open Source Dataset },
                            author = { School },
                            howpublished = { \url{ https://universe.roboflow.com/school-e5lvf/crumpled-paper-detection } },
                            url = { https://universe.roboflow.com/school-e5lvf/crumpled-paper-detection },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-04-29 },
                            }