Step heating thermography supported by machine learning and simulation for internal defect size measurement in additive manufacturing

•A novel method to measure internal defects in Additive Manufacturing is proposed.•A thermography is assisted by machine learning to measure defects.•Different regression algorithms were tested to generate the predictive models.•The method is robust to the material's characteristics.