Best Practices in Pool-based Active Learning for Image Classification

no code implementations • 29 Sep 2021 • Adrian Lang, Christoph Mayer, Radu Timofte

We emphasize aspects such as the importance of using data augmentation, the need of separating the contribution of a classification network and the acquisition strategy to the overall performance, the advantages that a proper initialization of the network can bring to AL.

Active Learning Benchmarking +3