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A Custom Deep Learning Architecture with Image Augmentation for Intelligent Gastrointestinal Tract Tissue Classification

Michał Wieczorek

Michał Wieczorek

Faculty of Applied Mathematics Silesian University of Technology Kaszubska 23Poland
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Wieczorek, Michał
, 
Natalia Wojtas

Natalia Wojtas

PhD student University of Life Sciences in Lublin Akademicka 12Poland
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Wojtas, Natalia
, 
Roman Wituła

Roman Wituła

Faculty of Applied Mathematics Silesian University of Technology Kaszubska 23Poland
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Wituła, Roman
, 
Aleksandra Krawczyk

Aleksandra Krawczyk

Department of Animal Anatomy and Histology University of Life Sciences in Lublin Akademicka 12Poland
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Krawczyk, Aleksandra
 and 
Karol Rycerz

Karol Rycerz

Department of Animal Anatomy and Histology University of Life Sciences in Lublin Akademicka 12Poland
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Rycerz, Karol
  
Dec 25, 2024
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Published Online: Dec 25, 2024
Page range: 597 - 616
Received: Mar 18, 2024
Accepted: Aug 23, 2024
DOI: https://doi.org/10.61822/amcs-2024-0040
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© 2024 Michał Wieczorek et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Mathematics, Applied Mathematics
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