Test 1 ArchiTective MVP

ArchiTective: Architectural Style Image Classification Model

Classification

Roboflow Universe Test 1 ArchiTective MVP ArchiTective: Architectural Style Image Classification Model
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ArchiTective: Architectural Style Image Classification Model Computer Vision Project

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Images

1800 images
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Model Overview

Model Type: Single Label Classification Model Sample Size per category: 200 images Data Split: 70% training, 20% validation, 10% testing

Purpose: Help identify the architectural styles of buildings. This model focuses on urban environments from Western/Eurocentric locations.

Scope: The goal is to be utilized as a regional tool but there is potential for global application. Should the model properly learn the properties of each architectural style it would be expected to be functional on a global scale regardless of regional aesthetics.

Audience: Intended for a general audience. More specifically could be utilized by either students, tourists, or even developers.

Ideas: Utilized in a guided tour, marketed as a way to better understand the history/culture of a city. Students that study abroad can utilize it for assignments. Developers could utilize it when scouting potential sites of interest.

All in all the goal is to help people better understand the urban landscape. The model predicts the architectural style of a building. Currently is only trained on 4 aesthetics: Art Nouveau; Gothic; Deconstructivism; and Palladian. In later iterations the goal is to have a total of 10 categories.

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{
                            architective-architectural-style-image-classification-model_dataset,
                            title = { ArchiTective: Architectural Style Image Classification Model Dataset },
                            type = { Open Source Dataset },
                            author = { Test 1 ArchiTective MVP },
                            howpublished = { \url{ https://universe.roboflow.com/test-1-architective-mvp/architective-architectural-style-image-classification-model } },
                            url = { https://universe.roboflow.com/test-1-architective-mvp/architective-architectural-style-image-classification-model },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-06-24 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the ArchiTective: Architectural Style Image Classification Model project in your project.

Last Updated

a year ago

Project Type

Classification

Subject

Architectural-Styles

Views: 1021

Views in previous 30 days: 107

Downloads: 36

Downloads in previous 30 days: 4

License

CC BY 4.0

Classes

Art Nouveau Baroque Beaux-Arts Byzantine Deconstructivism Gothic Palladian Postmodern Romanesque