Image captioning for Brazilian Portuguese using GRIT model
Rafael Silva de Alencar William Alberto Cruz Castañeda Marcellus Amadeus
This work presents the early development of a model of image captioning for
the Brazilian Portuguese language. We used the GRIT (Grid - and Region-based
Image captioning Transformer) model to accomplish this work. GRIT is a
Transformer-only neural architecture that effectively utilizes two visual
features to generate better captions. The GRIT method emerged as a proposal to
be a more efficient way to generate image captioning. In this work, we adapt
the GRIT model to be trained in a Brazilian Portuguese dataset to have an image
captioning method for the Brazilian Portuguese Language.