Multi-class Fish Classification

👩‍💻 Source Code Description Convolutional Neural Network (CNN) was used to classify 12 distinct fish species, and core data augmentation significantly improved model performance. Datasets Local Fish: 269 images Catla = 18, Cyprinus carpio = 50, Grass carp = 11, Mori = 70, Rohu = 73, Silver = 47 Shah, Syed Zakir Hussain ; Rauf, Hafiz Tayyab; lali, IkramUllah; Bukhari, Syed Ahmad Chan; Khalid, Malik Shahzaib; Farooq, Muhammad ; Fatima, Mahroze (2019), “Fish-Pak: Fish Species Dataset from Pakistan for Visual Features Based Classification”, Mendeley Data, V3, doi: 10....

July 2022 - Oct 2022 · 1 min · 162 words