KP-SS Outdoor Wall Segmentation Instance Segmentation Dataset and Pre-Trained Model by Gabriel Biler

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Explore Dataset

Here are a few use cases for this project:

Architecture Analysis: This model could be used by architects or engineers to analyze existing outdoor wall structures in urban or suburban areas, providing insight on patterns, trends, and variations in design for future projects.
Real Estate Appraisals: Appraisers could use this model to more accurately estimate property values by rapidly categorizing and analyzing different types of exterior wall materials (brick, wood, vinyl, etc.) and their extent across a property.
Urban Planning: Municipalities could harness this model's capabilities to identify and segment the layout of homes or buildings, helping them plan urban developments, design road networks or conduct a census.
Augmented Reality Applications: AR developers could use this technology to more accurately overlay digital renderings or data upon real-world physical structures like walls in their applications.
Home Renovation: DIY enthusiasts or home improvement professionals could use this model to better plan their projects, by accurately estimating the surface area of their external walls for paint, tiles, or other materials.

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{
                            kp-ss-outdoor-wall-segmentation_dataset,
                            title = { KP-SS Outdoor Wall Segmentation Dataset },
                            type = { Open Source Dataset },
                            author = { Gabriel Biler },
                            howpublished = { \url{ https://universe.roboflow.com/gabriel-biler-mgmfm/kp-ss-outdoor-wall-segmentation } },
                            url = { https://universe.roboflow.com/gabriel-biler-mgmfm/kp-ss-outdoor-wall-segmentation },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { mar },
                            note = { visited on 2024-04-28 },
                            }