Claudio9701/cubicasa5k dataset hosted on Hugging Face and contributed by the HF Datasets community

Better understanding and modelling of building interiors and the emergence of more impressive AR/VR technology has brought up the need for automatic parsing of floorplan images. However, there is a clear lack of representative datasets to investigate the problem further. To address this shortcoming, this paper presents a novel image dataset called CubiCasa5K, a large-scale floorplan image dataset containing 5000 samples annotated into over 80 floorplan object categories. The dataset annotations are performed in a dense and versatile manner by using polygons for separating the different objects. Diverging from the classical approaches based on strong heuristics and low-level pixel operations, we present a method relying on an improved multi-task convolutional neural network. By releasing the novel dataset and our implementations, this study significantly boosts the research on automatic floorplan image analysis as it provides a richer set of tools for investigating the problem in a more comprehensive manner.

Cubicasa5k 2

## Overview

Cubicasa5k 2 is a dataset for object detection tasks - it contains Cubicasa5k 2 annotations for 4,978 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [MIT license](https://creativecommons.org/licenses/MIT).

House Floorplan Dataset

The data presented in this repository was originally obtained from the CubiCasa5K dataset which can be accessed through Zenodo under Creative Commons usage. Which was then processed to be split into 4 different labels:

1 Bedroom 2 Bedroom 3 Bedroom General Floorplans without any specific designation of bedroom amount

CubiCasa5K is a large-scale floorplan image dataset containing 5000 samples annotated into over 80 floorplan object categories. The dataset annotations are performed in a dense and versatile manner by using polygons for separating the different objects.