Because fish are vital to marine ecosystems, monitoring and accurate detection crucial for assessing the potential fisheries in these environments. Conventionally, fish-related assessment is conducted manually, which makes it labor-intensive time-consuming. In addition, assessments challenging owing underwater visibility limitations, leads poor accuracy. To overcome problems, we propose two nov...