About

The team behind CVCAD

CVCAD is developed within conservation, architecture and engineering practices, in response to a recurring operational need: reducing the time spent manually tracing drawings that photographic documentation already contains.

Origin of the project

In architectural survey work, photographic documentation accumulates throughout the contract cycle — preliminary site visits, progress records, documentation of the works — and remains iconographic material. To become a technical drawing it must be traced, elevation by elevation, in a CAD environment.

Tracing requires specific expertise but produces no new technical content: the technician does not interpret the building, but transcribes an interpretation already formed while observing the photograph. Our starting question was whether that transcription can be automated without losing the technical judgement that governs it. The comparison of available approaches documents why the answer is not an auto-trace.

Team composition

From conservation and restoration practices

comes the criterion of usability: which discontinuities on a surface correspond to built elements, what level of detail an as-found drawing requires in order to be usable, and within what margins an approximated line remains acceptable.

From architecture and engineering practices

come the constraints on the output. A drawing is only useful if it fits an existing workflow: DXF that opens without warnings, entities as editable polylines, coordinates in real millimetres. These requirements emerge from daily use of the deliverables, not from the format specification.

From AI engineers

comes the implementation: vision model architecture, processing pipeline, vectorisation, server-side metric calibration.

Every implementation decision is verified by those who will use the output on site, and every site requirement is translated into a system constraint. CVCAD can be assessed on the drawings it produces.

Criteria applied to the product

Scale calibration rather than declaration

Scale is set by selecting two points of known length on the vector preview, with snapping to vertices, following the same procedure used to take a control measurement on site: on an element identifiable in the drawing. The full workflow is structured in three steps.

DXF output in AutoCAD 2013 format

Not the most recent release, but the one with the widest backward compatibility, readable from R2010 onwards. The other supported formats and software follow the same criterion.

Explicit statement of limits

The drawing produced by CVCAD is subject to verification and is not a certified metric document. Professional responsibility remains with the technician who signs it, and the service documentation must state this explicitly. By the same criterion, uploaded files remain in private storage and are deleted after five days.

Contact

Technical questions, enquiries regarding specific projects or bug reports: support@cvcad.app. We reply in Italian and English.

Try CVCAD on your next survey

Sign up and get 1 free conversion: upload a photo and download a DXF already in real millimetre scale.

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