
FitOut
Making inspiring spaces abundant
4 followers
Making inspiring spaces abundant
4 followers
FitOut lets anyone drop real furniture into real rooms – no CAD, no tape measure. Upload a photo, then place true-to-scale products you can actually buy. We’ve spent months on 3D + computer vision so you can test layouts in minutes before spending a penny on your space.






I just got frustrated with the fact that visualising spaces and putting furniture in using traditional CAD tools—they're slow, complex, and kill your computer.
So I built FITOUT to make interior design visualization accessible to everyone.
The breakthrough was using machine learning depth mapping to automatically generate floor plans and camera registration from a single photo. No more manual calibration workflows or having to rebuild the scene in 3D or manual hackery. Then I discovered I could to convert product images into 3D models, finally there was an architecture where you can visualize any furniture from a simple image URL.
Of course I tried with AI image gen models. But the products arent real, theres no fine tuning if you want to move or alter positioning slightly.
The result with Fitout? Upload a photo, place products on an interactive floor plan, and get photorealistic renders in minutes, all in your browser. Fitout handles the heavy lifting: depth maps, environment maps, 3D model generation, and even style/finish transformations.
Perfect for interior designers, real estate staging, or anyone who wants to see their space's potential before making decisions. Try it free at https://fitout.okii.uk
Exited to launch this in prrview ina few hours, its been a mamouth project representing months and months of work & lost sleep. A good thousand hours of variations and reseach on how it could even be possible to make this happen.
Its not yet perfect but i'm super excited to see what's possible. I've added ugly but obvious places in the UI to report bugs, so do let us know!
If you want an easier way to see real proucts in your space then I hope this can bring you some joy : }
If you're technical and want to help make this a 10X better experience for consumers then drop me a message, We're looking for a technical lead to simplify and optimise inference response time (equity on offer)
Wish us luck!