Deep Learning for Image Analysis

Advanced Deep Learning

Unpaired Image-to-Image Translation using a CLIP-enhanced CycleGAN for Monet Style Transfer. Instead of traditional discriminators, CLIP evaluates the semantic consistency between the generated images and target text descriptions.

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Deep Learning for Sequence Analysis,

Advanced Deep Learning

This project implements a Transformer-based Neural Machine Translation (NMT) model to translate English sentences to isiXhosa using the OPUS SADiLaR bilingual dataset.