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Open Access

Original Research Articles

Article ID: 1265

Data Augmentation Technology for Improving the Recognition Accuracy of Target Image

by Feng Ling, Rajamohan Parthasarathy, Ye Wang, Sokchoo Ng

Journal of Networking and Telecommunications, Vol.5, No.1, 2023; 291 Views

Relevant studies have pointed out that public has paid highly attention on the accuracy of neural network algorithm as it is widely applied in recent years. According to the present practice, it is quite difficult to collect related data when applying neural network algorithm. Besides, problems of trifles and complication exists in data image labeling process, which leads to a bad impact on the recognition accuracy of targets. In this article, analyzes are conducted on the relevant data from the perspective of data image processing with neural network algorithm as the core of this work. Besides, corresponding data augmentation technology is also put forward. Generally speaking, this technology has effectively realized the simulation under different shooting and lighting conditions by flipping, transforming and changing the pixel positions of the related original images, which contributes to the expansion of database types and promotes the robustness of detection work.

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Polytechnic Institute of Castelo Branco and University of Beira Interior

 
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PiscoMed Publishing started off with a focus in advancing medical research; however, with the advancement of all areas of science, technology and medicines, PiscoMed has decided to venture into all areas of research, publishing quality journals that will support the scholarly and professional community across the globe.

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Volume Arrangement
Vol 5, No 1 (2023)
Vol 4, No 1 (2022)
Vol 3, No 1 (2021)
Vol 2, No 1 (2020)
Vol 1, No 1 (2019)
 

PiscoMed Publishing started off with a focus in advancing medical research; however, with the advancement of all areas of science, technology and medicines, PiscoMed has decided to venture into all areas of research, publishing quality journals that will support the scholarly and professional community across the globe.

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