Výsledky vyhledávání - "Nicholas C. Becherer"

Improving optimization of convolutional neural networks through parameter fine-tuning

Autor: Scott Nykl, Kenneth M. Hopkinson, Nicholas C. Becherer, John M. Pecarina

Publikováno v: Neural Computing and Applications. 31:3469-3479

In recent years, convolutional neural networks have achieved state-of-the-art performance in a number of computer vision problems such as image classification. Prior research has shown that a transfer learning technique known as parameter fine-tuning

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::f07b82249416f53587db1e43b864ef0b
https://doi.org/10.1007/s00521-017-3285-0

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Toward aircraft recognition with convolutional neural networks

Autor: Brian G. Woolley, Nicholas C. Becherer, John M. Pecarina, Robert Mash

Publikováno v: 2016 IEEE National Aerospace and Electronics Conference (NAECON) and Ohio Innovation Summit (OIS).

We summarize the history and state of the art in Convolutional Neural Networks (CNNs), which constitute a significant advancement in pattern recognition. As a demonstration of capability, we address the problem of automatic aircraft identification du

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::14e76d26e37021d18daa42527aedd87d
https://doi.org/10.1109/naecon.2016.7856803

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