/Semantic_Scene_Graph_Generation_Using_RDF_Model_and_Deep_Learning

Semantic Scene Graph Generation Using RDF Model and Deep Learning

Primary LanguagePython

Semantic Scene Graph Generation Using RDF Model and Deep Learning

Official PyTorch implementation of the MDPI 2021 paper [link]

semantic_scene_graph_generation

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.