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Oops! There is a mess in your room...

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Get an estimated camera position and its features and detect the type of room on the image.

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What is indoor scene analysis and classification?

Indoor Scene Analysis & Classification is a field of computer vision that involves the analysis and classification of indoor scenes using image processing and machine learning techniques. The Analysis API involves the automatic recognition and understanding of indoor scenes, such as rooms, hallways, and corridors, based on visual cues extracted from images.

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Why use indoor scene analysis and classification?

Indoor scene analysis and classification can be valuable in home improvement, renovation, and interior visualization projects by providing accurate 3D models for space planning and design, enabling virtual visualization and walkthroughs, automating measurements and estimations, and facilitating customization and personalization.

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How can the Wizart Vision Analysis API be used?

The Wizart Vision Analysis API includes a set of different computer vision solutions based on neural networks and can be used for getting 3 types of information: camera data, interior type, and image quality.

The Analysis API can provide a set of camera parameters that correspond to the moment of shooting for the uploaded image. These parameters, such as FoV (focal length), camera height, and angles, allow you to build a virtual camera that meets all the requirements for working with this image in 3D or AR modes. A virtual camera is usually used to obtain projection matrices and perform correct ray tracing in a virtual scene based on a specific photo.

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Here is the list of room types that can be detected:

With Vision API, you can detect the type of room in the image, whether it is a living room, hall, or bathroom. The Analysis API determines whether the interior belongs to one of the described types. 

And here is an example of the API response:

The Analysis API endpoint contains information about the quality of shooting, noise, and blur artifacts in a photo.


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Curtains can play a crucial role in the overall look of a room, but selecting the right curtains can be challenging for your customers. To help your clients, you can create innovative interior visualizers and automation applications. And Vision API, with its wide range of features, including object detection and segmentation, will provide your software developers with all the necessary tools.

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Vision API: How to Visualize Different Curtains in the Interior

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Vision API is a tool that can truly revolutionize the way manufacturers and retailers overall of the home improvement industry sell their products. This software solution has almost unlimited possibilities for product visualization, including products for the window treatment market.

Wizart Vision API for Roman Shades Visualization

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The idea of implementing quick visualization tools for online shopping continues to gain popularity and is likely to become a common thing in the future. It is currently particularly popular in fashion, furniture, and home decor. We remind you that Wizart Visualizer can work with many materials. It is installed on dozens of client websites, and the number of monthly users has exceeded one million per month long ago.

How to Build Door Visualizer Using Vision API

Segmentation API splits indoor images into surfaces and creates a segmentation mask of the surfaces found in the scene.

Vision API: How to Visualize Different Curtains in the
Interior

Wizart Vision API
for Roman Shades
Visualization

How to Build Door Visualizer Using
Vision API

Indoor Scene Semantic Segmentation

Object Detection In Indoor Scenes

3D Room Layout Reconstruction

Products

Resources

Wizart

Company

Vision API: How to Visualize Different Curtains in theInterior