From 5245b5ec835175d390b78f5b201e7ca5fdaaab9b Mon Sep 17 00:00:00 2001
From: Vasil Zlatanov <v@skozl.com>
Date: Fri, 22 Mar 2019 17:43:54 +0000
Subject: Pre final

---
 report/template.latex | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

(limited to 'report/template.latex')

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}{%
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