Semantic Scene Graph Generation Using RDF Model and Deep Learning

Official PyTorch implementation of the MDPI 2021 paper [link]

Introduce

We propose a scene graph generation method based on using the Resource Description Framework (RDF) model to clarify semantic relations.
Furthermore, we also use convolutional neural network (CNN) and recurrent neural network (RNN) deep learning models to generate a scene graph expressed in a controlled vocabulary of the RDF model to understand the relations between image object tags.