Boosting image captioning using ConvNeXt deep neural networks

This work proposes a ConvNeXt backbone-based model for image captioning. Specifically, the ConvNeXt convolutional model, a state-of-the-art computer vision architecture, is integrated with a long short-term memory network enclosing a visual attention module. Diverse experiments were performed to eva...

• 主要作者: Ramos Granda, Leo Thomas (author)
• 格式: bachelorThesis
• 語言: eng
• 出版: 2023
• 主題: Redes neuronales artificiales; Visión computacional; Subtítulado de imágenes; Artificial neural networks; Computer vision; Image captioning
• 在線閱讀: http://repositorio.yachaytech.edu.ec/handle/123456789/627