Sabella annotated imagery and inferenced video

This dataset includes annotated imagry of Sabella spallanzanii, mediterranean fan worm, and other generic aquatic imagry used to train computer vision models for the detection of S. spallanzanii. These are stored in KITTI format within the attached Annotated_Sabella_and_Aquatic_Environment_Imagery.tar. The S. spallanzanii imagery is all collected from Auckland Marina. This dataset also includes eight videos of four different object detection computer vision models of different architectures (RenNet50 and GoogLeNet) and resolutions (Full HD or 1920x1080, and PAL or 1024x576) each applied to video containing S. spallanzanii from two different sites in Aotearoa New Zealand (Auckland Marina, and Whangarei Harbour). These are stored in mp4 format within the attached Inference_Videos_of_Sabella.tar. Finally an configuration file, Example training configuration file.json, is attached. This showing the data contributing to the models used to inference the attached videos as well as some of the dataset plitting, architectural, backbone and data augmentation settings.