We have developed an energy calibration method using machine learning for the ILC electromagnetic (EM) calorimeter (ECAL). a sampling calorimeter consisting of Silicon-Tungsten layers. In this method. we use a deep neural network (DNN) for a regression to determine the energy of incident EM particles. https://www.truvisionhealthftp.com/