Suchergebnisse - Autoencoder convolutional profundo

Fingerprint image enhancement using fully convolutional deep autoencoders / Destaque de imagens de impressão digital utilizando autoencoders profundos totalmente convolucionais von Neto, Sandoval Veríssimo de Sousa, Batista, Leonardo Vidal, Guimarães, Pedro Ivo Aragão, Souza, Túlio Emanuel Santana de

“… In this paper, we propose a fast and accurate fully convolutional neural network based on an auto-encoder architecture to enhance the quality of fingerprint images …”
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Enhancing Plant Leaf Classification with Deep Learning: Automating Feature Extraction for Accurate Species Identification von Ganesh, Chilukuri, Harshavardhan, Gandikota, Sri Keerthi, Naishadham Radha, Yabaji, Raj Veer, Rajveer Yabaji, Meghana Sadhu

“… Convolutional Neural Networks (CNNs) excel at learning intricate patterns from leaf images, extracting valuable features that contribute to accurate plant species identification …”
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Exploring deep generative models for improved data generation in hypertrophic cardiomyopathy von Rayavarapu, Swarajya Madhuri, Rao, Gottapu Sasibhushana

“… This study evaluates several generative models, including Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs …”
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Classificação não supervisionada de imagens em processos de design computacional generativo von Vianna, Daniel Ribeiro Alves Barboza, Magalhães, Claudio Freitas de, Mineiro, Érico Franco

“… Este estudio propone una metodología basada en el aprendizaje profundo para la clasificación no supervisada …”
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