Identify room layout
using AI
Below is a free classifier to identify room layout. Just upload your image, and our AI will predict the layout of the room based on the furniture arrangement - in just seconds.
Contact us for API access
Or, use Nyckel to build highly-accurate custom classifiers in just minutes. No PhD required.
Get started
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("room-layout", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/room-layout/invoke', {
method: 'POST',
headers: {
'Authorization': 'Bearer ' + 'YOUR_BEARER_TOKEN',
'Content-Type': 'application/json',
},
body: JSON.stringify(
{"data": "your_image_url"}
)
})
.then(response => response.json())
.then(data => console.log(data));
curl -X POST \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_BEARER_TOKEN" \
-d '{"data": "your_image_url"}' \
https://www.nyckel.com/v1/functions/room-layout/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict the layout of the room based on the furniture arrangement.
This pretrained image model uses a Nyckel-created dataset and has 35 labels, including Bathroom, Bedroom, Circular, Clustered, Compact, Contemporary, Cozy, Dining, Divided and Flexible.
We'll also show a confidence score (the higher the number, the more confident the AI model is around the layout of the room based on the furniture arrangement).
Whether you're just curious or building room layout detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify room layout at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Real Estate Virtual Tours: This function can be integrated into virtual tour platforms for real estate listings, allowing potential buyers to identify and visualize room layouts within properties. By accurately classifying room types, it enhances user experience and helps buyers understand the space without physically visiting the property.
- Interior Design Applications: Interior design software can utilize this function to provide users with layout recommendations based on the identified room configurations. By understanding the layout, designers can suggest furniture arrangements and color schemes that best fit each unique space.
- Home Renovation Planning: Home renovation applications can implement this image classification to categorize existing room layouts before suggesting modifications or renovations. This helps homeowners visualize potential changes by showing 3D renderings of the new layout based on current room types.
- Smart Home Device Configuration: Smart home devices can use this functionality to optimize settings based on the layout of rooms in a house. For example, a smart thermostat can adjust its algorithms by recognizing whether a room is a living space or bedroom, enhancing energy efficiency.
- Furniture Retailers' Augmented Reality Apps: Furniture retailers can enhance their AR apps with this function to place digital furniture in a user’s home accurately. By identifying the room layout, the app can recommend items that fit the style and dimensions of each identified space.
- Facility Management Systems: In corporate environments, this functionality can assist facility management systems in tracking and managing room layouts for efficient space utilization. By categorizing rooms, managers can make informed decisions on resource allocation and office design improvements.
- Game Development Environments: Game developers can leverage this function to create realistic in-game environments by classifying and understanding room layouts. By accurately identifying spaces within games, developers can enhance gameplay through strategic level designs that reflect real-world room functionalities.