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Avesis

Keywords

Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Network

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Türkiye

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Employment (1)

Erzincan Binali Yıldırım University: Erzincan, Erzincan, TR

2020-01-27 to present | Asst. Prof. (Department of Computer Engineering)
Employment
Source: Self-asserted source
İsmail AKGÜL

Works (7)

Deep convolutional neural networks for age and gender estimation using an imbalanced dataset of human face images

Neural Computing and Applications
2024-12 | Journal article
DOI: 10.1007/s00521-024-10390-0
Contributors: İsmail Akgül
Source: check_circle
Crossref

IsVoNet8: A Proposed Deep Learning Model for Classification of Some Fish Species

Tarim Bilimleri Dergisi
2023 | Journal article
DOI: 10.15832/ANKUTBD.1031130
WOSUID: WOS:000977218600026
Contributors: Kaya, Volkan; Akgul, Ismail; Zencir Tanir, Ozge
Source: check_circle
Web of Science Researcher Profile Sync

Mobile-DenseNet: Detection of building concrete surface cracks using a new fusion technique based on deep learning

Heliyon
2023-10 | Journal article
DOI: 10.1016/j.heliyon.2023.e21097
Contributors: İsmail Akgül
Source: check_circle
Crossref

A Novel Deep Learning Method for Detecting Defects in Mobile Phone Screen Surface Based on Machine Vision

Sakarya University Journal of Science
2023-04-30 | Journal article
DOI: 10.16984/saufenbilder.1221346
Contributors: İsmail AKGÜL
Source: check_circle
Crossref

A novel hybrid system for automatic detection of fish quality from eye and gill color characteristics using transfer learning technique

PLOS ONE
2023-04-25 | Journal article
DOI: 10.1371/journal.pone.0284804
Contributors: İsmail Akgül; Rahul Gomes; Volkan Kaya; Özge Zencir Tanır
Source: check_circle
Crossref

Classification of skin cancer using VGGNet model structures

Gümüşhane Üniversitesi Fen Bilimleri Enstitüsü Dergisi
2022-12-08 | Journal article
DOI: 10.17714/gumusfenbil.1069894
Contributors: Volkan KAYA; İsmail AKGÜL
Source: check_circle
Crossref

Derin Öğrenme Modeli ile Yüz İfadelerinden Duygu Tanıma

Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi
2022-03-01 | Journal article
DOI: 10.21597/jist.976577
Contributors: Funda AKAR; İsmail AKGÜL
Source: check_circle
Crossref

Peer review (2 reviews for 2 publications/grants)

Review activity for Expert systems with applications. (1)
Review activity for PloS one. (1)
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