<p>I have a large collection of floor plans that I need to convert into indoor maps by extracting walls as lines, doors as lines, and rooms as polygons. Currently, I do this process manually.</p>
<p>The floor plans vary in layout; some walls are represented by single lines, while others by multiple lines:
<a href="https://i.sstatic.net/GP5GVlxQ.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/GP5GVlxQ.png" alt="enter image description here" /></a></p>
<p>Expected Maps:
<a href="https://i.sstatic.net/rEDDjYjk.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/rEDDjYjk.png" alt="enter image description here" /></a></p>
<p>Given these variations, I believe it might be possible to automate the creation of these maps using deep learning or another suitable approach (with minimal manual adjustments if necessary).</p>
<p>As a newcomer to AI, I'm not sure where to begin.</p>
<p>Do you have any suggestions?</p>

CC BY-SA 4.0
2024-08-22T23:24:58.987Z
What's the size of dataset? How many of them are annotated?
Kulin Patel
CC BY-SA 4.0
2024-08-23T01:00:34.283Z
Almost 900+ floor plan images at the moment with each almost 300-60000 square meters. Most of them are not annotated.
hguser
<object-detection><image-segmentation>
Indoor elements detect from floor image
hguser
# Indoor elements detect from floor image

(Asked by: username_0 on 2024-08-15)

I have a large collection of floor plans that I need to convert into indoor maps by extracting walls as lines, doors as lines, and rooms as polygons. Currently, I do this process manually.

The floor plans vary in layout; some walls are represented by single lines, while others by multiple lines:
[![enter image description here](https://i.sstatic.net/GP5GVlxQ.png)](https://i.sstatic.net/GP5GVlxQ.png)

Expected Maps:
[![enter image description here](https://i.sstatic.net/rEDDjYjk.png)](https://i.sstatic.net/rEDDjYjk.png)

Given these variations, I believe it might be possible to automate the creation of these maps using deep learning or another suitable approach (with minimal manual adjustments if necessary).

As a newcomer to AI, I'm not sure where to begin.

Do you have any suggestions?

**Tags:** object-detection, image-segmentation

> **Comments:**
> **username_1**: What's the size of dataset? How many of them are annotated?  
> **username_0**: Almost 900+ floor plan images at the moment with each almost 300-60000 square meters. Most of them are not annotated.  

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## 0 answers

