This thesis presents a working prototype of a web application for virtual clo-
thing try-on, which connects an existing external generative image-editing
model with a product catalogue into an in-browser fitting room. From a
single full-body photograph of the user and a selection of up to three gar-
ments, it generates a photorealistic image in which the user appears to be
wearing the selected items, without physically trying them on. The work
does not deal with training a model of its own, but with reliably integrating an existing model into a usable service. Requirements analysis and solution
design, secure server-side storage of the access key, uploading the photograph
to temporary public hosts, resilient polling of the asynchronous generation
status, and appropriate error handling and persistent storage of results. The
solution is evaluated in terms of output quality, limitations and privacy.
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