Traditional methods of fish identification and stock assessment have historically relied on manual s
The Evolution of Marine Data Collection Traditional methods of fish identification and stock assessment have historically relied on manual sampling, catch logs, and on-the-fly visual identification. While these approaches laid the foundation of marine resource management, they inherently suffered from limitations such as observer bias, low sampling efficiency, and delayed data processing. In recent years, …