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Convolutional Neural Network Simplification with Progressive Retraining
In this letter, we present new methods based on objective and subjective relevance criteria for kernel elimination in a layer-by-layer fashion.
Automated Diagnosis of Intestinal Parasites: A new hybrid approach and its benefits
In this work, we present a hybrid approach that combines the opinion of two decision-making systems with complementary properties: ($DS_1$) a simpler system based on very fast handcrafted image feature extraction and support vector machine classification and ($DS_2$) a more complex system based on a deep neural network, Vgg-16, for image feature extraction and classification.
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