furniture detection Computer Vision Project

Nos Tashteeb

Updated 2 years ago

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Classes (16)
bath unit
bed cabinet
ceramic tiles
couch
cupboard
curtains
dining table
gypsum board
shower cabinet
sideboard
tv unit
wall cladding
wall cover - 3d tiles
wall panel
wardrobe

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Description

Here are a few use cases for this project:

  1. Interior Design Planning: The model can be used by interior designers to identify existing furniture in a room and provide recommendations about what could be added or changed based on the analysis.

  2. E-Commerce Augmented Reality (AR) Apps: E-commerce apps selling furniture could use this model to enable an AR feature, where customers can place virtual 3D models of furniture in their room and see how it fits with existing pieces.

  3. Real Estate Virtual Tours: In virtual tours or property images, the model can identify different pieces of furniture, providing potential buyers or renters a detailed inventory of furnished properties.

  4. Home Insurance Claims: Insurers can use the model to automate the process of identifying and categorizing home content in submitted claim photos, expediting the claims process.

  5. Assistive Technology for Visually Impaired: The model can help in developing applications or wearables that identify and describe the furniture to visually impaired people, aiding them to navigate indoor spaces independently.

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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{
                            furniture-detection-2kump_dataset,
                            title = { furniture detection Dataset },
                            type = { Open Source Dataset },
                            author = { Nos Tashteeb },
                            howpublished = { \url{ https://universe.roboflow.com/nos-tashteeb-2qzbe/furniture-detection-2kump } },
                            url = { https://universe.roboflow.com/nos-tashteeb-2qzbe/furniture-detection-2kump },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-12-22 },
                            }