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diff --git a/report/template.latex b/report/template.latex index da5bdd2..232f8b3 100644 --- a/report/template.latex +++ b/report/template.latex @@ -47,7 +47,7 @@ %%%%%%%%% ABSTRACT \begin{abstract} - Abstract - ... + Abstract - In this paper we investigate triplet loss based methods for verification, matching and retrieval of the HPatches dataset. We explore a system of two models, one for denoising of the patches and one for generation of descriptors. We are able to show that a model trained with online hard patch mining, while more difficult, is able to achieve improved performance over a classical Siamese triplet network. \end{abstract} \providecommand{\tightlist}{% |