The VISTA (Vision, Intelligence and Secure Technology Applications) Lab is a research laboratory established at Gazi University. Our research focuses on the intersection of deep learning, computer vision and cyber security. We are dedicated to developing robust, reliable and secure artificial intelligence solutions for critical real-world challenges.

Join us: If you are interested in research opportunities with Vista Lab, please complete this application survey.

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Researchers

Alumni

Research

A Comparative Analysis of the Mamba, Transformer, and CNN Architectures for Multi-Label Chest X-Ray Anomaly Detection in the NIH ChestX-Ray14 Dataset
Erdem Yanar,Furkan Kutan, Kubilay Ayturan, Uğurhan Kutbay, Oktay Algın, Fırat Hardalaç and Ahmet Muhteşem Ağıldere
MDPI - Diagnostics, 2025
CELM: An Ensemble Deep Learning Model for Early Cardiomegaly Diagnosis in Chest Radiography
Erdem Yanar, Fırat Hardalaç, Kubilay Ayturan,
MDPI - Diagnostics, 2025
PELM: A Deep Learning Model for Early Detection of Pneumonia in Chest Radiography
Erdem Yanar, Fırat Hardalaç, Kubilay Ayturan
MDPI - Applied Sciences, 2025
SPHERE: Benchmarking YOLO vs. CNN on a Novel Dataset for High-Accuracy Solar Panel Defect Detection in Renewable Energy Systems
Kubilay Ayturan , Berat Sarıkamış , Mehmet Feyzi Akşahin and Uğurhan Kutbay
MDPI - Applied Sciences, 2025

Dataset

SPHERE-Solar Panel Hidden Defect Evaluation for RE
VISTA Lab, 2026
The SPHERE dataset (2025) consists of 6,079 labeled (Class: Broken, Dirty, Clean) data and approximately 66,000 raw data solar panel cells.

Blog

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Contact

Vista Lab
Gazi University, Fac. of Engineering
Dept. of Electrical and Electronics Engineering
06570 Maltepe, Ankara / TURKEY

Email: vista@gazi.edu.tr