Marine debris is a problem both for the health of marine environments and human since tiny pieces plastic called “microplastics” resulting from decomposition over time are entering food chain at any levels. For detection removal, autonomous underwater vehicles (AUVs) potential solution. In this letter, we focus on efficiency AUV vision real-time detection. First, improved class state-of-the-art...