Thesis Project

Classification Model for Waste Materials in Residential Areas

Object Detection

Roboflow Universe Thesis Project Classification Model for Waste Materials in Residential Areas

Classification Model for Waste Materials in Residential Areas Computer Vision Project

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The thesis project aims to develop a multi-label classification model that can identify residential waste materials along with displaying their target categories (i.e., recyclable, non-recyclable, compostable, e-waste, and medical waste) in real-time for efficient waste management using deep learning techniques and sensor fusion.

The waste materials will be classified according to the waste segregation advisory of the DENR under five (5) waste categories: recyclable, non-recyclable, compostable, e-waste, and medical waste. The study will involve identifying the following twelve (12) classes:

  • Bottle
  • Tin Can
  • Cardboard
  • Paper
  • Soft Plastic
  • Tetra Packs
  • Leftovers
  • Food Peeling
  • Battery
  • Gadgets
  • Face Mask
  • Gloves

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{
                            classification-model-for-waste-materials-in-residential-areas_dataset,
                            title = { Classification Model for Waste Materials in Residential Areas Dataset },
                            type = { Open Source Dataset },
                            author = { Thesis Project },
                            howpublished = { \url{ https://universe.roboflow.com/thesis-project-sacr3/classification-model-for-waste-materials-in-residential-areas } },
                            url = { https://universe.roboflow.com/thesis-project-sacr3/classification-model-for-waste-materials-in-residential-areas },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-03-03 },
                            }
                        

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Last Updated

9 months ago

Project Type

Object Detection

Subject

waste

Classes

battery bottle cardboard face_mask food_peeling food_waste gadget glove paper soft_plastic tetra_pack tin_can

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License

CC BY 4.0