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Fashion IQ

Natural Language based Fashion Image Retrieval Dataset

Fashion IQ

We contribute a new dataset and a novel method for natural language based fashion image retrieval. Unlike previous fashion datasets, we provide natural language annotations to facilitate the training of interactive image retrieval systems, as well as the commonly used attribute based labels. We propose a novel approach and empirically demonstrate that combining natural language feedback with visual attribute information results in superior user feedback modeling and retrieval performance relative to using either of these modalities. We believe that our dataset can encourage further work on developing more natural and real-world applicable conversational shopping assistants.

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MIT-IBM Watson AI Lab
https://mitibmwatsonailab.mit.edu
Task
Image Search / Retrieval
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Last updated on 
January 20, 2022
Licensed under 
Custom
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