Deep Learning, Deep Ocean: AI in Marine Biology for Species Tracking and Conservation Deep Learning, Deep Ocean: AI in Marine Biology for Species Tracking and Conservation The ocean is vast, dark, and filled with noise. "AI in marine biology" provides the essential lens, using "Machine Learning" to process petabytes of complex data—from acoustic recordings to satellite imagery—for precise "species tracking" and critical "ocean conservation" efforts. Traditional "marine biology" research is notoriously labor-intensive, relying on human observers, expensive ship time, and slow, manual data annotation. Monitoring even a small fraction of the ocean’s biodiversity and vast ecosystems generates staggering amounts of data—visual, acoustic, and thermal—which quickly overwhelm human analysts. "Artificial Intelligence (AI)", specifically "Deep Learn...