Computer-learned A.I. fish identification? Not yet ready for prime time (science news), but interesting endeavor
Posted: 08 Nov 2020, 18:00
Taufik Budhi Pramono, R Ardharyan Islamy, Saprudin, Joni Johanda Putra, Teddy Suparyanto, Kartika Purwandari, Tjeng Wawan Cenggoro, & Bens Pardamean. (2020). A Model of Visual Intelligent System for Genus Identification of Fish in the Siluriformes Order. Research Gate. doi:10.13140/RG.2.2.23521.12640
https://www.researchgate.net/publicatio ... ltext=true
https://www.researchgate.net/publicatio ... ltext=true
Abstract.
Ambiguity in the fish naming is present in several fish species database, especially for fish in Siluformes order. To fix the ambiguity, a visual intelligent system is needed to automate the fish naming correction in the database. In this study, we developed a deep-learning-based model as the core of the intelligent system. The proposed model achieved 89% accuracy for the classification of three genera in Siluformes order: , , and .
- Keywords: fish image classification, intelligent system, deep learning, siluformes.