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A BiLSTM approach to outfit compatibility and image similarity

Silva, Luís; Oliveira, Francisco; Gomes, Ivan; Araújo, C. Mendes; Oliveira, João

In the ever-evolving world of fashion, building the perfect outfit can be a challenge. We propose a fashion recommendation system, which we call Visual Search, that uses computer vision and deep learning to ensure a coordinated set of fashion recommendations. The system allows users to upload a single photo of their outfit, where a pretrained YOLO model, further fine-tuned on a dataset of labeled clothing items...


A regression deep learning approach for fashion compatibility

Silva, Luís; Gomes, Ivan; Araújo, C. Mendes; Cepeda, Tiago; Oliveira, Francisco; Oliveira, João

In the ever-evolving world of fashion, building the perfect outfit can be a challenge. We propose a fashion recommendation system, which we call Visual Search, that uses computer vision and deep learning to ensure that it has a co-ordinated set of fashion recommendations. It looks at photos of incomplete outfits, recognizes existing items, and suggests the most compatible missing piece. At the heart of our syst...


Main care and body investment of frequenters of an women's gym of Vitória/ES

Correia, Camila; Gomes, Ivan

The article addresses the main care and investments in the body from attending a women’s gym. The research was developed in an exclusive academy in the city of Vitória /ES, through participant observations, as well as semi-structured interviews. The theoretical framework privileged the contributions of Gilles Lipovetsky on the body and the modern woman. With regard to the analyzes, it is concluded that the most...

Date: 2018   |   Origin: Oasisbr

Selvino José Assmann - um grande amigo

Pich, Santiago; Gomes, Ivan

Date: 2017   |   Origin: Oasisbr

An interpretation of body care by users of a public health system program in Vi...

Varnier, Thacia; Almeida, Felipe Quintão; Gomes, Ivan

This paper addresses topics on Health Education and risk behavior. Research was carried out to investigate how users deal with information received from a Health Education program, in Vitória (Espírito Santo, Brazil), focused on intervention in overweight and obese individuals. The methodological tools used were participant observation, semi-structured interviews and experimentation with the technique of Body-M...

Date: 2016   |   Origin: Oasisbr


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