Label-efficient underwater image classification with logistic regression on frozen foundation model embeddings

Thomas Manuel Rost, Martina Figlia, F. Morgado-Dias +1

Underwater image classification is constrained by the cost of annotation and by the computational and methodological requirements of task-specific model development. We investigate…