Knowledge distillation approach towards melanoma detection
Knowledge distillation approach towards melanoma detection
Md Shakib Khan,Kazi Nabiul Alam,2 著者,Nabeel Mohammed
2022 · DOI: 10.1016/j.compbiomed.2022.105581
28 件の引用
TLDR
DSNet, a simple and performant models having few layers, which is 15 times smaller, consistently performs better than EfficientNet-B0 (4 M parameters) in both melanoma and non-melanoma detection across Precision, Recall and F1 scores.