Winner project of the HackUDC 2026 Inditex AI challenge. From a photo of an outfit and given the Zara catalog, identify all the individual pieces the model is wearing.

Deteccao de objetos com o modelo transformer YOLOS (fashionpedia) da Hugging Face, desenhando caixas e scores de confianca.

A hybrid fashion image retrieval system using FashionCLIP, FAISS and metadata-aware reranking for natural language fashion search on the Fashionpedia dataset.

A reproducible visual-attribute verification framework combining group-disjoint evaluation, audited LoRA controls, calibration analysis, and CI-backed evidence contracts.