Forum Discussion
Home decor platform development
My customer is developing a home decor platform where users can upload images of their rooms, apply different decor items like furniture or wall colors, and visualize how they would look. The platform relies on AI tools and APIs for object recognition and placement but is facing issues with accurately identifying the floor and objects.
The AI is currently rejecting the floor or placing items incorrectly. They are also working on improving search results based on uploaded images, which show similar but not exact matches, leading to inconsistencies in user experience. They are facing challenges in achieving accuracy and reducing processing time.
1 Reply
AI-based home décor tools often struggle with identifying floor areas correctly, especially when room angles or lighting vary. Better segmentation models and floor plane detection can help improve object placement. Also, using CLIP-based visual search can return more accurate décor matches in less time. If processing is slow, shifting heavy tasks to cloud inference can optimize performance and improve UX.
