The quickly rising demand to monitor the ocean with autonomous techniques and computer vision methods led to the development of SUBSIM, a platform for efficient management and processing of underwater image and video data. SUBSIM provides essential functions to conduct research and automated monitoring with image and video surveys, including data management, machine learning, digital collaboration, citizen science, and high-performance computing.