ORTPiece: An ORT-based Turkish image captioning network based on transformers and WordPiece
Type :
Conference paper
Publication Status :
Published
Access :
restrictedAccess
Abstract
Recent transformers-based systems are advancing image captioning applications. However, those works have been mainly applied to English-based image captioning problems. In this paper, we introduce a transformers-based Turkish-based image captioning algorithm. Our proposed algorithm uses appearance and geometry features from the input image and combines them along with the WordPiece embeddings to generate the Turkish-based caption. Our experimental results show improvement when compared to the other existing techniques including the original ORT and the show-and-tell algorithms.
Source :
2023 31st Signal Processing and Communications Applications Conference (SIU)
Date :
2023
Publisher :
IEEE
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