Code to reproduce a series of tests prompting SAM with existing human annotations on ocean imagery. More information can be found in our Frontiers paper.
The project relied on several datasets:
The Seafloor Observatory (OBSEA) Image Dataset is an annotated subsample of image data collected by a cabled video-platform deployed in a marine protected area 4 km off the coast of Barcelona, Spain. The full dataset is available on Pangeo. Download images and the annotations using the download_data.sh script in the home directory.