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Desde os primórdios das arquitecturas básicas até às recentes inovações na aprendizagem profunda, a viagem reflecte a rápida evolução das imagens digitais e as soluções engenhosas que as redes neuronais trazem para a mesa. Um dos destaques de "Deep Insight" é a exploração de várias arquitecturas de redes neuronais utilizadas no restauro de imagens, mostrando como estas maravilhas computacionais podem aprender, adaptar-se e restaurar detalhes visuais que escapam ao olho humano.
Quer se trate de eliminar o ruído das imagens, reconstruir partes em falta ou melhorar a qualidade geral, as redes neuronais provam ser os heróis anónimos da era digital, restaurando as imagens ao seu verdadeiro potencial. .
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