Open Access

ARTICLE

Large Scale Fish Images Classification and Localization using Transfer Learning and Localization Aware CNN Architecture

Usman Ahmad¹, Muhammad Junaid Ali², Faizan Ahmed Khan³, Arfat Ahmad Khan⁴, Arif Ur Rehman¹, Malik Muhammad Ali Shahid⁵, Mohd Anul Haq^6,*, Ilyas Khan⁷, Zamil S. Alzamil⁶, Ahmed Alhussen⁸

1 Bahria University, Islamabad, 45550, Pakistan
2 COMSATS University Islamabad, Islamabad, 45550, Pakistan
3 University of Central Punjab, Lahore, 54000, Pakistan
4 College of Computing, Khon Kaen University, Khon Kaen, 40000, Thailand
5 COMSATS University Islamabad, Vehari, 61170, Pakistan
6 Department of Computer Science, College of Computer and Information Sciences, Majmaah University, Al-Majmaah, 11952, Saudi Arabia
7 Department of Mathematics, College of Science Al-Zulfi, Majmaah University, Al-Majmaah, 11952, Saudi Arabia
8 Department of Computer Engineering, College of Computer and Information Sciences, Majmaah University, Al-Majmaah, 11952, Saudi Arabia

* Corresponding Author: Mohd Anul Haq. Email: