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This paper provides a thorough survey of strategies and innovations crucial for sustaining marine species. Examining challenges such as overfishing and pollution, it highlights the severe threats to marine biodiversity. Emphasizing empowerment, the study explores the ecological, economic, and social importance of marine conservation, focusing on technological advancements like machine learning and deep learning. It introduces a visionary proposed system, poised at the intersection of technology and conservation. Harnessing methodologies like deep learning, this innovative system embodies a holistic approach to tackle identified challenges, aspiring to redefine marine species conservation. A crucial component of this proposed system is the user interface, which serves as the interactive gateway, facilitating seamless user engagement, ensuring a more inclusive and impactful approach. The paper concludes by emphasizing the transformative potential of the proposed system, calling for its judicious use to safeguard the well-being of marine life and our planet.
D et al. (Wed,) studied this question.