FashionGraph understanding fashion data using scene graph generation Shabnam Sadegharmaki1; Marc A. Kastner2; Shin'ichi Satoh2 1Technical University of Munich, 2National Institute of Informatics, Tokyo Motivation Table 1. RelDN[2] on Visual Genome vs. FashionGraph on Fashionpedia Method Dataset R@20 R@50 R@100 • Brought the idea of scene graphs to fashion images. RelDN[2] Visual Genome 23 31 37 helps in better understanding of fine-grained fashion data. FashionGraph Fashionpedia 18 22 24 • A model to generate fashion scene graphs. using object and relationship detection models. Figure 1. Example of ground-truth annotations vs. predicted graph we generated new annotations for this purpose ...
TheFashionpediaOntologyandFashionSegmentationDataset ∗1 ∗1 ∗3 1,2 Menglin Jia MengyunShi Mikhail Sirotenko Yin Cui 1 1 1,2 Bharath Hariharan Claire Cardie Serge Belongie 1Cornell University 2Cornell Tech 3Google AI Abstract As a step toward mapping out the visual aspects of the fashion world, we introduce the Fashionpedia ontology and fashion segmentation dataset. The Fashionpedia consists of two parts: (1) an ontology built by fashion experts contain- ing 27 main apparel objects, 19 apparel parts, and 92 ne- (a) (b) (c) grained attributes and their relationships and (2) a dataset consisting of everyday and celebrity event fashion images ...
DAFTAR PUSTAKA Allen, Richard Hinckley. 1996. Star Names: Their Lore and Meaning. New York: Dover Publications Inc. BEKRAF. 2017. Trend Forecasting Grey Zone 2017/2018. Jakarta: Badan Ekonomi Kreatif Indonesia. BEKRAF. 2017. Trend Forecasting Grey Zone Textile & Pattern 2017/2018. Jakarta: Badan Ekonomi Kreatif Indonesia. Burnham, Robert. 1978. Burnham's Celestial Handbook (3 vols). New York: Dover Publications Inc. Cide, Proctor. 2001. Cambridge International Dictionary of English. Cambridge: Cambridge University Press. Departemen Pendidikan Nasional. 2008. Kamus Besar Bahasa Indonesia. Jakarta: PT Gramedia Pustaka Utama. Fashionary. 2016. Fashionpedia: The Visual Dictionary of Fashion Design. Hong Kong: Fashionary International Ltd. Forbes, George ...
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