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README.md

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 license: apache-2.0
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-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# This is a simple VQA system using Hugging Face, PyTorch and Vision-and-Language Transformer (ViLT)
+-------------
+
+In this repository we created a simple VQA system capable of recognize spatial and context information of fashion images (e.g. clothes color and details). 
+
+The project was based in this paper **FashionVQA: A Domain-Specific Visual Question Answering System** [[1]](#1).
+
+We used the repo <https://github.com/dandelin/ViLT> for the VQA models.
+
+
+
+## References
+<a id="1">[1]</a> 
+Min Wang and Ata Mahjoubfar and Anupama Joshi, 2022
+FashionVQA: A Domain-Specific Visual Question Answering System