Event: Visual Intelligence workshop on learning from limited data (Teams seminar)
Date: 12. February 2021 –12. February 2021
Organiser: Visual Intelligence centre for research-based innovation
During the presentation, we investigated how a model trained for automatic fish age prediction on otolith images from one lab could generalize to novel images from another lab. We identified Unsupervised Domain Adaptation based on coGAN (Liu and Tuzel, 2016) and Generate to Adapt (Sankaranarayanan et al., 2018) frameworks as promising methods.