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Roberto Raúl Castro Izurieta's Projects

cc-22-23 icon cc-22-23

Cloud Computing: Fundamentos e Infraestructuras, Máster Universitario en Ingeniería Informática, ETSIIT, Universidad de Granada

mnist-pytorch icon mnist-pytorch

Propuestas de arquitecturas de redes neuronales que resuelven el problema de clasificación de dígitos manuscritos MNIST.

pgpi_practica_9 icon pgpi_practica_9

Práctica 9 de la asignatura de Planificación y Gestión de Proyectos Informáticos del Máster en Ingeniería Informática de la Universidad de Granada.

transformer-show-attend-and-tell icon transformer-show-attend-and-tell

This repository contains an adaptation of the architecture proposed by the Show, Attend and Tell paper. Our proposal focuses on replacing the convolutional component used by its original encoder by a structure based on Transformer networks. This contribution was respectively documented in the paper Deep Learning Approaches Based on Transformer Architectures for Image Captioning Tasks.

u-net-vs.-transunet icon u-net-vs.-transunet

Code used for the paper: U-Net vs. TransUNet - Performance Comparison in Medical Image Segmentation

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