Events consist of, but are not limited to the following: Attend scientific meetings (e.g., American Fisheries Society, Larval Fish Conference, Society of Ichthyologists and Herpetologists, International Convention for the Conservation of Atlantic Tunas, the American Institute of Fisheries Research Biologists, Association for the Sciences of Limnology and Oceanography) and present scientific results, as required. Collected video data is annotated using a semi-automated multi-stage process including 1) automated processing in Google Cloud Platform using VIAME software, 2) human-in-the-loop review and correction, 3) data review and QA/QC, 4) data output/ingest into GCRF Oracle databases, 4) updating GitHUB data for updates and project management.