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.
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Updated
Apr 9, 2026 - Python
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.
MODA_NER: open fashion attribute extraction — three-track benchmark suite and models by Hopit AI. Companion to hopit-ai/Moda.
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.
Annotation-only PyTorch garment completion with source-group splits, calibration, and missing-context evaluation
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