Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution

no code implementations • 25 Apr 2024 • Zeynep Özdemir, Hacer Yalim Keles, Ömer Özgür Tanrıöver

Moreover, our experiments, ranging from 2-way to 5-way classifications with up to 10 examples, showed a growing success rate for traditional transfer learning methods as the number of examples increased.

Data Augmentation Few-Shot Learning +5