From eef57e3df8b46ffb38ea3dbff6a6e287cc140526 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E9=BB=8E=E5=BC=BA?= Date: Sat, 10 Jun 2017 13:09:04 +0800 Subject: [PATCH] Create README.md --- README.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index a6d1cfd..7191f0c 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,7 @@ # relation-network -implement relation network introduced by deepmind using keras +implement relation network introduced by deepmind using keras. + +Relation network is a noval neural network introduced by deepmind in [A simple neural network module for relational reasoning](https://arxiv.org/pdf/1706.01427.pdf). It can achieve super-human performance in challenging visual question answering datasets such as CLEVR. + +I implement Relation network using keras and train it on a challenging visual question answering dataset called [Cornell NLVR](https://github.com/cornell-lic/nlvr). The training is in progress. The temporal test accuracy is 76.87%, which is much higher than the previous state of the art (61.99%). +