mirror of
https://github.com/wassname/relation-network.git
synced 2026-08-30 11:31:18 +08:00
e0c631306dc8dc7909a21143bc9e82bb13fafd0c
relation-network
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. 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. 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%).
Description
keras implementation of [A simple neural network module for relational reasoning](https://arxiv.org/pdf/1706.01427.pdf)
42 KiB
Languages
Python
100%