What will you build?
All 20 use cases
20 real projects in five pillars, each replayed live in your browser. Pick one.
Smart Buildings
Point cloud to BIM (IFC)
From a laser scan of an office to an IFC4 model: walls, doors, windows, spaces, furniture
Scan to floor plan
From a scan of one room to a dimensioned floor plan, as PDF, SVG or DXF
Asset inventory from a 3D scan
From a scan of an office to every object numbered and measured, room by room
Quantity takeoff and renovation quote
From a classified office scan to quantities per room and a priced quote
Kitchen fittings from LiDAR and photo fusion
From a phone scan of a kitchen with its photos to every fitting named and modelled in IFC
City digital twin from LiDAR HD and open data
From IGN LiDAR HD and French public registers to buildings, trees, roads, parcels and their facts
Safety and Compliance
Accessibility audit from a 3D scan
From a scan of a floor on three levels to every barrier for a wheelchair, numbered
Evacuation route planning
From a scan of an office floor to the exits and the way out of every room
Change detection between two scans
From two scans of one office to every object moved, turned, removed or added
Forestry and Environment
Tree detection from drone photogrammetry
From a drone photo survey of a forest to every tree: its crown, its height, its model
Individual tree segmentation from LiDAR
From airborne LiDAR of a mountain forest to over a thousand trees: height, crown, stem
Stem mapping and tree models (TLS)
From a scan made on foot under the canopy to every stem measured, every tree as cylinders
Energy and Utilities
Roof modelling and solar potential
From open aerial LiDAR of a house to a 3D building and the sun on every roof face
Solar potential of a whole street
From aerial LiDAR of a street to every roof ranked by its yield, shading included
Power line vegetation clearance
From LiDAR of a power line corridor to wires fitted span by span, tree clearances, work orders
3D World Models (AI)
Ask questions to a point cloud
From a scan of an office to answers measured on the scan, with the evidence
Point cloud annotation
From a classroom scan to a labelled scan, click by click, ready to train on
Train a 3D segmentation model
From a labelled scan to a trained model, tested on a room it never saw
Video to 3D reconstruction
From a phone video of a room to a 3D scene and every camera, in about a minute
Sim-ready digital twin for robot training
From a classified office scan to every part with its material, friction and mass, tested in MuJoCo
- From
- To
Get it: Neurones 3D and the know-how to use it, in the 3D AI Architect programme. The software alone: Neurones Desktop.