Improving Image Classification Robustness through Selective CNN-Filters Fine-Tuning

no code implementations • 8 Apr 2019 • Alessandro Bianchi, Moreno Raimondo Vendra, Pavlos Protopapas, Marco Brambilla

To solve this issue, we propose a transfer learning approach optimized to keep into account that in each layer of a CNN some filters are more susceptible to image distortion than others.

Classification General Classification +2