Outfit logic, taught to a model.
A Turkish fashion outfit recommendation platform built in four weeks — a CGI practice extended into machine learning and product design.
FashionCLIP embeddings, a custom neural network for compatibility scoring, and a real-time generator replace pre-computed batch queues. The visual discipline from furniture CGI — light, proportion, material coherence — becomes the training signal.
Read the study